{
  "profile": {
    "@context": "https://schema.org",
    "@type": "Person",
    "name": "Fabrice Estezet",
    "jobTitle": "Senior Renewable Energy Expert",
    "description": "Graduate engineer with 18+ years in renewable energy. Expert in Technical Due Diligence, wind turbine certification, project engineering, and structural verification. Proven track record with major players: Vestas, Siemens, GE, Sany, Alstom, LM Wind Power, TotalEnergies. 2 years expatriation in China. Combines deep domain expertise with Python/AI automation capabilities.",
    "url": "",
    "telephone": "+33 6 08 74 13 06",
    "email": "fabrice.estezet@gmail.com",
    "knowsAbout": [
      "Offshore wind turbine foundations",
      "Jacket structures design and verification",
      "Monopile foundation analysis",
      "Transition piece structural design",
      "STAAD.Pro structural analysis",
      "OpenSeesPy finite element analysis",
      "DNV-ST-0126 Support structures for wind turbines",
      "DNV-OS-J101 Offshore wind turbine structures",
      "IEC 61400 Wind energy generation systems",
      "Fatigue assessment (SN curves, Palmgren-Miner)",
      "ULS/SLS/FLS/ALS load case verification",
      "Automated structural verification tools",
      "Python engineering automation",
      "Document review and technical auditing",
      "Technical Due Diligence (offshore wind)",
      "Wind turbine type and project certification",
      "Contract negotiation (TSA, SMA)",
      "Tender management and RFP analysis",
      "Financial modeling review",
      "Reliability-centered maintenance",
      "Operation & Maintenance management",
      "Offshore logistics and material supervision",
      "High voltage network knowledge",
      "Rotor blade certification (IEC 61400-5)",
      "Balance of Plant coordination"
    ],
    "hasOccupation": {
      "@type": "Occupation",
      "name": "Senior Renewable Energy Expert",
      "occupationalCategory": "17-2051.00",
      "skills": [
        "Technical Due Diligence",
        "Wind Turbine Certification (Type & Project)",
        "Structural Analysis",
        "Offshore Foundation Design",
        "Code Checking (DNV, IEC, Eurocode)",
        "Finite Element Analysis",
        "Contract Negotiation (TSA, SMA)",
        "Tender Management & RFP Analysis",
        "Project Management",
        "O&M and Maintenance Management",
        "Reliability-Centered Maintenance",
        "Python Automation",
        "Technical Document Review"
      ]
    },
    "makesOffer": {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Wind Energy Consulting - VentusNexus",
        "description": "Independent Senior Consultant in wind energy, offering technical support and project management for onshore and offshore projects (development, engineering, contracting, operations).",
        "serviceType": [
          "Technical Due Diligence (turbine technology, BOP, suppliers)",
          "Independent design verification",
          "Structural analysis review (STAAD, SACS, OpenSees)",
          "Wind turbine type and project certification",
          "Contract negotiation and tender support",
          "Specification writing (Employer Requirements)",
          "Automated code checking tools development",
          "Technical document review and auditing",
          "Foundation design support (jacket, monopile, TP)",
          "Lifetime extension assessment"
        ]
      }
    },
    "alumniOf": {
      "@type": "EducationalOrganization",
      "name": "École Centrale Nantes",
      "address": {
        "@type": "PostalAddress",
        "addressCountry": "FR"
      }
    },
    "hasCredential": [
      {
        "@type": "EducationalOccupationalCredential",
        "credentialCategory": "degree",
        "name": "Engineering Degree (M.Sc.)",
        "educationalLevel": "Master's degree",
        "dateCreated": "1999",
        "recognizedBy": {
          "@type": "EducationalOrganization",
          "name": "École Centrale Nantes"
        }
      },
      {
        "@type": "EducationalOccupationalCredential",
        "credentialCategory": "professional",
        "name": "Former President of French IEC TC88 committee (Wind Energy)",
        "description": "Led the French national committee for IEC Technical Committee 88 on Wind Energy standardization"
      },
      {
        "@type": "EducationalOccupationalCredential",
        "credentialCategory": "professional",
        "name": "Author of Bureau Veritas Lifetime Extension Guidelines for Wind Turbines",
        "description": "Developed industry guidelines for assessing and extending the operational lifetime of wind turbines"
      },
      {
        "@type": "EducationalOccupationalCredential",
        "credentialCategory": "certification",
        "name": "Offshore Wind Turbine Certification Expert",
        "description": "Expert certification in IEC 61400-22, DNV-ST-0437, and BSH Standards for offshore wind turbine assessment"
      }
    ],
    "knowsLanguage": [
      {
        "@type": "Language",
        "name": "French",
        "proficiencyLevel": "Native"
      },
      {
        "@type": "Language",
        "name": "English",
        "proficiencyLevel": "Fluent"
      },
      {
        "@type": "Language",
        "name": "German",
        "proficiencyLevel": "Working Proficiency"
      }
    ],
    "workHistory": [
      {
        "@type": "OrganizationRole",
        "roleName": "Wind Energy Consultant",
        "worksFor": {
          "@type": "Organization",
          "name": "VentusNexus"
        },
        "startDate": "2024",
        "location": "Grenoble, France",
        "description": "Independent Senior Consultant in wind energy, offering technical support and project management for onshore and offshore projects. Performing due diligence, specification writing, tender support, and contract negotiations. Currently contracted by Bureau Veritas Germany for offshore wind certification."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Wind Energy Expert",
        "worksFor": {
          "@type": "Organization",
          "name": "Neoen"
        },
        "startDate": "2022",
        "endDate": "2024",
        "location": "Paris, France",
        "description": "Technical lead for contract negotiation and asset management, focusing on maintenance and operational efficiency. Drafted Employer Requirements for wind farms. Developing framework agreements with OEMs."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Offshore Wind Turbine Lead Engineer & Technical Due Diligence Specialist",
        "worksFor": {
          "@type": "Organization",
          "name": "TotalEnergies Renewables"
        },
        "startDate": "2020",
        "endDate": "2022",
        "location": "La Defense, France",
        "description": "Conducted technical due diligence for multiple offshore wind projects covering turbine technology, BOP, and supplier assessments. Evaluated multi-GW project portfolios for investment decisions. Established wind turbine technology roadmap. Led negotiations of TSA and SMA contracts. Backed in-house tools development (Storm)."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Certification Leader for WTGs & Offshore Wind Farm Projects",
        "worksFor": {
          "@type": "Organization",
          "name": "Bureau Veritas"
        },
        "startDate": "2010",
        "endDate": "2020",
        "location": "La Defense, France",
        "description": "Led 50+ certification and due diligence projects. Project manager for certification of wind turbines, towers, blades, generators, onshore and offshore foundations and OSS. Rotor blade lead assessor for 12 LM Wind Power blades. Main author of BV lifetime extension assessment guideline. Former President of French IEC TC88 committee."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Project Engineer and Site Manager",
        "worksFor": {
          "@type": "Organization",
          "name": "Nordex"
        },
        "startDate": "2008",
        "endDate": "2010",
        "location": "France, UK, Italy",
        "description": "Managed wind farm projects (25-50 MW). Coordinated Balance of Plant contractors (civil and electrical). Supervised turbine erection and commissioning. Organized major maintenance operations (transformer, blades, drive train exchanges). Responsible for performance run tests."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Reliability Engineer & Maintenance Manager",
        "worksFor": {
          "@type": "Organization",
          "name": "Shell"
        },
        "startDate": "2002",
        "endDate": "2008",
        "location": "France",
        "description": "Implemented reliability-centered maintenance processes improving OPEX by up to 150k EUR annually. Project manager of production unit turnarounds. Managed technical team (mechanical, instrumentation, electrical). Budget: 4M EUR, 25 technicians."
      },
      {
        "@type": "OrganizationRole",
        "roleName": "Cooperant du Service National en Entreprise",
        "worksFor": {
          "@type": "Organization",
          "name": "L'Oreal"
        },
        "startDate": "1999",
        "endDate": "2001",
        "location": "Suzhou, Jiangsu, China",
        "description": "Mandatory national service abroad. Participated in factory relocation project. Improved safety measures. Contributed to new production projects."
      }
    ],
    "keyAchievements": [
      "Led 50+ certification and due diligence projects at Bureau Veritas",
      "East Anglia Offshore Substation certification (Iberdrola)",
      "Won EDF offshore wind farm certification projects at BV",
      "Reduced OPEX by 150k EUR/year through reliability-centered maintenance at Shell",
      "Led major maintenance operations at Nordex (blades, transformers, drive trains)",
      "Former President of French IEC TC88 committee (wind turbine standardization)",
      "Author of Bureau Veritas lifetime extension assessment guideline"
    ],
    "workExample": [
      {
        "@type": "CreativeWork",
        "name": "East Anglia ONE Offshore Substation - Design Certification",
        "description": "Lead Certification Engineer for offshore substation design certification per DNV-OS-J101. Certification of jacket and electrical components.",
        "datePublished": "2015-2016",
        "client": "Iberdrola",
        "employer": "Bureau Veritas",
        "keywords": [
          "DNV-OS-J101",
          "Offshore Substation",
          "Jacket",
          "Structural Analysis",
          "Certification"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Rampion OWF - Foundation Certification",
        "description": "Senior Certification Engineer for OSS and monopile certification.",
        "datePublished": "2016-2018",
        "client": "EON",
        "employer": "Bureau Veritas",
        "keywords": [
          "Monopile",
          "OSS",
          "Certification"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Saint-Nazaire OWF - Foundation Manufacturing Surveillance",
        "description": "Foundation manufacturing surveillance for EDF Renouvelables. Lifetime extension assessment.",
        "datePublished": "2017-2020",
        "client": "EDF Renouvelables",
        "employer": "Bureau Veritas",
        "keywords": [
          "Foundation Surveillance",
          "Manufacturing",
          "Lifetime Extension"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "AW125/3MW - Type Certification",
        "description": "Certification Engineer for type certification of AW125/3MW Wind Turbine per IEC 61400-22.",
        "datePublished": "2014",
        "client": "Acciona Energia",
        "employer": "Bureau Veritas",
        "keywords": [
          "IEC 61400-22",
          "Type Certification",
          "Wind Turbine"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Siemens Energy - Generator Certification",
        "description": "Certification of WTG electrical generator.",
        "datePublished": "2012-2014",
        "client": "Siemens Energy",
        "employer": "Bureau Veritas",
        "keywords": [
          "Generator",
          "Certification",
          "Electrical"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Tower Certifications",
        "description": "Certification of towers for multiple OEMs: Vestas, Alstom, Freyssinet, GE, Siemens.",
        "datePublished": "2010-2020",
        "client": "Multiple OEMs",
        "employer": "Bureau Veritas",
        "keywords": [
          "Tower Certification",
          "Vestas",
          "Alstom",
          "GE",
          "Siemens"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Wind Turbine Blade Certification",
        "description": "Blade Certification Lead for 12 offshore and onshore LM Wind Power rotor blades.",
        "datePublished": "2018-2022",
        "client": "LM Wind Power",
        "employer": "Bureau Veritas",
        "keywords": [
          "IEC 61400-5",
          "Blade Certification",
          "Rotor Blades"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Offshore Wind Projects - Technical Due Diligence",
        "description": "Lead Engineer for WTG technology selection and technical due diligence. Evaluated multi-GW project portfolios for investment decisions. Led negotiations of TSA and SMA contracts. Established wind turbine technology roadmap.",
        "datePublished": "2020-2022",
        "client": "TotalEnergies Renewables",
        "keywords": [
          "Technical Due Diligence",
          "OEM Contracts",
          "Risk Assessment",
          "WTG Selection",
          "Technology Roadmap"
        ]
      },
      {
        "@type": "CreativeWork",
        "name": "Global Wind Portfolio - Technical Advisory",
        "description": "Wind Energy Expert for contract negotiation, asset management, and operational efficiency. Drafted Employer Requirements. Developed framework agreements with OEMs.",
        "datePublished": "2022-2024",
        "client": "Neoen",
        "keywords": [
          "Employer Requirements",
          "Contract Negotiation",
          "O&M Optimization",
          "Framework Agreements"
        ]
      }
    ],
    "sameAs": [
      "https://www.linkedin.com/in/fabrice-estezet-6a496617/",
      "https://www.linkedin.com/in/fabrice-estezet-868603396/",
      "https://github.com/festezet"
    ]
  },
  "skills": {
    "lastUpdated": "2026-03-14",
    "skills": [
      {
        "category": "Structural Engineering",
        "items": [
          {
            "name": "Offshore foundation design (jacket, monopile, TP)",
            "level": "expert",
            "yearsExperience": 12,
            "relatedProjects": [
              "Document Review Tool - BV Germany",
              "STAAD Analyzer"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Ex-President IEC TC88 France (wind turbine standardization)",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "East Anglia ONE, Rampion, Saint-Nazaire offshore wind projects",
                "url": ""
              }
            ]
          },
          {
            "name": "Structural analysis (FEA, code checking)",
            "level": "expert",
            "yearsExperience": 15,
            "relatedProjects": [
              "STAAD Analyzer",
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "workExample",
                "description": "BV Germany certification projects - structural verification of jacket foundations",
                "url": ""
              }
            ]
          },
          {
            "name": "Finite Element Analysis - OpenSeesPy",
            "level": "advanced",
            "yearsExperience": 2,
            "relatedProjects": [
              "STAAD Analyzer"
            ],
            "proof": [
              {
                "type": "project",
                "description": "STAAD Analyzer - Automated comparison of 1837 beam ratios between OpenSeesPy and STAAD.Pro, 76% within +/-30% tolerance",
                "url": ""
              }
            ]
          },
          {
            "name": "Fatigue assessment (SN curves, Palmgren-Miner)",
            "level": "expert",
            "yearsExperience": 15,
            "relatedProjects": [
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "workExample",
                "description": "Lifetime extension assessments for BV Germany wind projects",
                "url": ""
              },
              {
                "type": "credential",
                "description": "Author of BV Lifetime Extension guidelines",
                "url": ""
              }
            ]
          },
          {
            "name": "Code checking DNV / IEC / Eurocode",
            "level": "expert",
            "yearsExperience": 19,
            "relatedProjects": [
              "STAAD Analyzer",
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Ex-President IEC TC88 France",
                "url": ""
              }
            ]
          }
        ]
      },
      {
        "category": "Business & Project Management",
        "items": [
          {
            "name": "Technical Due Diligence (offshore wind)",
            "level": "expert",
            "yearsExperience": 12,
            "relatedProjects": [
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "workExample",
                "description": "Led technical due diligence for multi-GW offshore wind portfolios at TotalEnergies Renewables (2020-2022)",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "50+ certification and due diligence projects at Bureau Veritas (2010-2020)",
                "url": ""
              }
            ]
          },
          {
            "name": "Contract negotiation (TSA, SMA, framework agreements)",
            "level": "advanced",
            "yearsExperience": 6,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Negotiated TSA and SMA contracts with OEMs at TotalEnergies",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "Developed framework agreements with OEMs at Neoen (2022-2024)",
                "url": ""
              }
            ]
          },
          {
            "name": "Tender management & RFP analysis",
            "level": "advanced",
            "yearsExperience": 12,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Pre-selected wind turbines for early-stage offshore projects at TotalEnergies",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "Drafted Employer Requirements for wind farms at Neoen",
                "url": ""
              }
            ]
          },
          {
            "name": "Financial modeling review",
            "level": "advanced",
            "yearsExperience": 4,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Assessed design documentation, contracts, and financial models at TotalEnergies for investment decisions",
                "url": ""
              }
            ]
          },
          {
            "name": "Project management (wind farm construction)",
            "level": "advanced",
            "yearsExperience": 10,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Site Manager at Nordex for 25-50 MW wind farm projects in France, UK, Italy (2008-2010)",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "Project manager for production unit turnarounds at Shell (4M EUR budget, 25 technicians)",
                "url": ""
              }
            ]
          },
          {
            "name": "Wind turbine technology assessment",
            "level": "expert",
            "yearsExperience": 15,
            "relatedProjects": [
              "STAAD Analyzer",
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "workExample",
                "description": "OEM benchmarking and technology roadmap at TotalEnergies (Vestas, Siemens, GE, Sany)",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "Type certification AW125/3MW, blade certification 12 LM Wind Power rotors at BV",
                "url": ""
              }
            ]
          },
          {
            "name": "Lifetime extension & reliability assessment",
            "level": "expert",
            "yearsExperience": 10,
            "relatedProjects": [
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Author of BV Lifetime Extension Guidelines for Wind Turbines",
                "url": ""
              }
            ]
          },
          {
            "name": "Reliability-centered maintenance",
            "level": "advanced",
            "yearsExperience": 6,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Implemented RCM processes at Shell reducing OPEX by 150k EUR/year (2002-2008)",
                "url": ""
              }
            ]
          },
          {
            "name": "O&M and maintenance management",
            "level": "advanced",
            "yearsExperience": 8,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Organized major maintenance operations at Nordex (transformer, blades, drive train exchanges)",
                "url": ""
              },
              {
                "type": "workExample",
                "description": "Managed technical team at Shell (mechanical, instrumentation, electrical) - 25 technicians",
                "url": ""
              }
            ]
          }
        ]
      },
      {
        "category": "Software Development",
        "items": [
          {
            "name": "Python backend development",
            "level": "advanced",
            "yearsExperience": 5,
            "relatedProjects": [
              "HomeHub v2",
              "Crypto Portfolio Tracker",
              "Document Review Tool - BV Germany",
              "AI Profile (this project)"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - Full-stack Flask dashboard managing 40+ projects",
                "url": "https://github.com/festezet/homehub-v2"
              },
              {
                "type": "codeRepository",
                "description": "Crypto Portfolio Tracker - Multi-exchange portfolio with tax calculation",
                "url": "https://github.com/festezet/crypto-portfolio"
              }
            ]
          },
          {
            "name": "Flask web framework",
            "level": "advanced",
            "yearsExperience": 3,
            "relatedProjects": [
              "HomeHub v2",
              "Crypto Portfolio Tracker",
              "Music Book Generator",
              "Document Review Tool - BV Germany",
              "AI Profile (this project)"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - Unified Flask backend with REST API, Docker control, and system monitoring",
                "url": "https://github.com/festezet/homehub-v2"
              },
              {
                "type": "codeRepository",
                "description": "Crypto Portfolio - Flask app with SQLAlchemy ORM and Chart.js",
                "url": "https://github.com/festezet/crypto-portfolio"
              },
              {
                "type": "codeRepository",
                "description": "Music Book Generator - Flask app with PDF generation pipeline",
                "url": "https://github.com/festezet/music-book"
              }
            ]
          },
          {
            "name": "FastAPI & WebSocket",
            "level": "intermediate",
            "yearsExperience": 1,
            "relatedProjects": [
              "System Monitoring"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "System Monitoring - Real-time WebSocket streaming of CPU/GPU/RAM metrics",
                "url": "https://github.com/festezet/monitoring"
              }
            ]
          },
          {
            "name": "REST API design",
            "level": "advanced",
            "yearsExperience": 3,
            "relatedProjects": [
              "HomeHub v2",
              "Crypto Portfolio Tracker",
              "AI Profile (this project)"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - Multi-resource REST API (todos, bookmarks, Docker, system)",
                "url": "https://github.com/festezet/homehub-v2"
              },
              {
                "type": "codeRepository",
                "description": "Crypto Portfolio - REST API with import/export and fiscal reporting",
                "url": "https://github.com/festezet/crypto-portfolio"
              }
            ]
          },
          {
            "name": "SQLite / SQLAlchemy",
            "level": "advanced",
            "yearsExperience": 3,
            "relatedProjects": [
              "Crypto Portfolio Tracker",
              "Music Book Generator",
              "Rhythm Trainer",
              "AI Knowledge Base",
              "Gmail Cleaner"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Crypto Portfolio - SQLAlchemy models with transaction, strategy, and fiscal data",
                "url": "https://github.com/festezet/crypto-portfolio"
              },
              {
                "type": "codeRepository",
                "description": "Music Book - Song catalog and book management with SQLAlchemy",
                "url": "https://github.com/festezet/music-book"
              },
              {
                "type": "codeRepository",
                "description": "Rhythm Trainer - Progress tracking and statistics in SQLite",
                "url": "https://github.com/festezet/rhythm-trainer"
              }
            ]
          },
          {
            "name": "Frontend development (HTML/CSS/JavaScript)",
            "level": "intermediate",
            "yearsExperience": 3,
            "relatedProjects": [
              "HomeHub v2",
              "Music Book Generator",
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - Modular vanilla JS architecture (9 modules) without frameworks",
                "url": "https://github.com/festezet/homehub-v2"
              },
              {
                "type": "codeRepository",
                "description": "Music Book - Drag-and-drop UI for book construction",
                "url": "https://github.com/festezet/music-book"
              }
            ]
          },
          {
            "name": "Desktop GUI (Tkinter, CustomTkinter)",
            "level": "intermediate",
            "yearsExperience": 2,
            "relatedProjects": [
              "Rhythm Trainer",
              "Voice Dictation System"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Rhythm Trainer - CustomTkinter app with timeline visualization and real-time feedback",
                "url": "https://github.com/festezet/rhythm-trainer"
              },
              {
                "type": "codeRepository",
                "description": "Voice Dictation - Tkinter GUI with recording controls and transcription logs",
                "url": "https://github.com/festezet/voice-dictation"
              }
            ]
          }
        ]
      },
      {
        "category": "AI & Automation",
        "items": [
          {
            "name": "Speech recognition (Whisper GPU)",
            "level": "advanced",
            "yearsExperience": 2,
            "relatedProjects": [
              "Voice Dictation System",
              "AI Video Studio"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Voice Dictation - Multi-mode voice-to-text system with GPU Whisper API integration",
                "url": "https://github.com/festezet/voice-dictation"
              }
            ]
          },
          {
            "name": "Engineering document automation",
            "level": "advanced",
            "yearsExperience": 3,
            "relatedProjects": [
              "Document Review Tool - BV Germany",
              "Document Anonymizer"
            ],
            "proof": [
              {
                "type": "project",
                "description": "Document Review Tool - Automated extraction and tracking of review comments from Excel templates for BV Germany",
                "url": ""
              },
              {
                "type": "project",
                "description": "Document Anonymizer - Hybrid pdfplumber/OCR extraction with regex-based PII detection",
                "url": ""
              }
            ]
          },
          {
            "name": "Automated structural verification",
            "level": "advanced",
            "yearsExperience": 2,
            "relatedProjects": [
              "STAAD Analyzer"
            ],
            "proof": [
              {
                "type": "project",
                "description": "STAAD Analyzer - Automated parsing and independent FEA verification of 1837 beam elements",
                "url": ""
              }
            ]
          },
          {
            "name": "PDF processing (parsing, merging, generation)",
            "level": "advanced",
            "yearsExperience": 2,
            "relatedProjects": [
              "Music Book Generator",
              "Document Anonymizer",
              "Document Review Tool - BV Germany",
              "AI Profile (this project)"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Music Book Generator - Multi-instrument PDF book generation with PyPDF2 and reportlab",
                "url": "https://github.com/festezet/music-book"
              }
            ]
          }
        ]
      },
      {
        "category": "DevOps & Infrastructure",
        "items": [
          {
            "name": "Docker containerization & orchestration",
            "level": "advanced",
            "yearsExperience": 3,
            "relatedProjects": [
              "HomeHub v2",
              "System Monitoring",
              "AI Video Studio"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - Docker container control API (start/stop/logs) for AI stacks",
                "url": "https://github.com/festezet/homehub-v2"
              },
              {
                "type": "codeRepository",
                "description": "System Monitoring - Dockerized FastAPI application with Compose",
                "url": "https://github.com/festezet/monitoring"
              }
            ]
          },
          {
            "name": "Linux system administration",
            "level": "advanced",
            "yearsExperience": 10,
            "relatedProjects": [
              "Voice Dictation System",
              "HomeHub v2",
              "System Backup Manager"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Voice Dictation - System-level Linux integration (X11, xdotool, systemd autostart)",
                "url": "https://github.com/festezet/voice-dictation"
              },
              {
                "type": "codeRepository",
                "description": "HomeHub v2 - X11 environment detection and native app launching",
                "url": "https://github.com/festezet/homehub-v2"
              }
            ]
          },
          {
            "name": "NVIDIA GPU computing (CUDA)",
            "level": "intermediate",
            "yearsExperience": 2,
            "relatedProjects": [
              "System Monitoring",
              "Voice Dictation System",
              "AI Video Studio"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "System Monitoring - Real-time NVIDIA GPU metrics via nvidia-ml-py3",
                "url": "https://github.com/festezet/monitoring"
              },
              {
                "type": "codeRepository",
                "description": "Voice Dictation - GPU-accelerated Whisper transcription",
                "url": "https://github.com/festezet/voice-dictation"
              }
            ]
          }
        ]
      },
      {
        "category": "Audio & Signal Processing",
        "items": [
          {
            "name": "Real-time audio processing",
            "level": "intermediate",
            "yearsExperience": 1,
            "relatedProjects": [
              "Rhythm Trainer",
              "Voice Dictation System"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Rhythm Trainer - Low-latency tap detection and metronome with PortAudio",
                "url": "https://github.com/festezet/rhythm-trainer"
              },
              {
                "type": "codeRepository",
                "description": "Voice Dictation - Audio capture and streaming with PyAudio",
                "url": "https://github.com/festezet/voice-dictation"
              }
            ]
          },
          {
            "name": "Music theory implementation",
            "level": "intermediate",
            "yearsExperience": 1,
            "relatedProjects": [
              "Rhythm Trainer"
            ],
            "proof": [
              {
                "type": "codeRepository",
                "description": "Rhythm Trainer - 43 rhythmic patterns across 5 time signatures with aksak subdivisions",
                "url": "https://github.com/festezet/rhythm-trainer"
              }
            ]
          }
        ]
      },
      {
        "category": "Standards & Regulations",
        "items": [
          {
            "name": "DNV-ST-0126 Support structures for wind turbines",
            "level": "expert",
            "yearsExperience": 15,
            "relatedProjects": [
              "Document Review Tool - BV Germany",
              "STAAD Analyzer"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Bureau Veritas Technical Lead for offshore wind certification",
                "url": ""
              }
            ]
          },
          {
            "name": "DNV-OS-J101 Offshore wind turbine structures",
            "level": "expert",
            "yearsExperience": 15,
            "relatedProjects": [
              "Document Review Tool - BV Germany",
              "STAAD Analyzer"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Bureau Veritas Technical Lead for offshore wind certification",
                "url": ""
              }
            ]
          },
          {
            "name": "IEC 61400 Wind energy generation systems",
            "level": "expert",
            "yearsExperience": 19,
            "relatedProjects": [
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "credential",
                "description": "Ex-President IEC TC88 France - Wind turbine standardization committee",
                "url": ""
              }
            ]
          },
          {
            "name": "Eurocode 3 - Steel structures",
            "level": "advanced",
            "yearsExperience": 19,
            "relatedProjects": [
              "STAAD Analyzer",
              "Document Review Tool - BV Germany"
            ],
            "proof": [
              {
                "type": "workExample",
                "description": "Applied on Amprion and TenneT offshore wind jacket foundation projects",
                "url": ""
              }
            ]
          }
        ]
      },
      {
        "category": "Languages",
        "items": [
          {
            "name": "French",
            "level": "native",
            "yearsExperience": null,
            "relatedProjects": [],
            "proof": []
          },
          {
            "name": "English",
            "level": "fluent",
            "yearsExperience": null,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "All GitHub repositories documented in English",
                "url": "https://github.com/festezet"
              }
            ]
          },
          {
            "name": "German",
            "level": "working proficiency",
            "yearsExperience": null,
            "relatedProjects": [],
            "proof": [
              {
                "type": "workExample",
                "description": "Working at BV Germany (Hamburg) since 2024",
                "url": ""
              }
            ]
          }
        ]
      }
    ]
  },
  "projects": {
    "lastUpdated": "2026-03-06",
    "categories": [
      {
        "name": "Offshore Wind Engineering",
        "projects": [
          {
            "name": "Document Review Tool - BV Germany",
            "description": "Flask web application for managing technical document reviews for Bureau Veritas certification projects. Extracts and processes open comments from Excel review files with advanced filtering, PDF/HTML/CSV export capabilities.",
            "role": "Developer & Technical Reviewer",
            "technologies": [
              "Python",
              "Flask",
              "pandas",
              "openpyxl",
              "HTML/CSS"
            ],
            "domain": "Offshore Wind - Technical Certification",
            "highlights": [
              "Automated extraction of review comments from complex Excel templates",
              "Cross-revision tracking and comment status management",
              "Multi-format export (PDF, HTML, CSV) with optimized formatting",
              "Used for Amprion and TenneT offshore wind certification projects"
            ],
            "url": "",
            "year": "2024-2026",
            "status": "production"
          },
          {
            "name": "STAAD Analyzer",
            "description": "Automated structural verification tool comparing STAAD.Pro output against independent OpenSeesPy calculations. Parsed 1837 beam elements, achieved 76% correlation within +/-30% tolerance.",
            "role": "Developer & Structural Engineer",
            "technologies": [
              "Python",
              "OpenSeesPy",
              "STAAD.Pro",
              "OCR",
              "pdfplumber"
            ],
            "domain": "Offshore Wind - Structural Verification",
            "highlights": [
              "Automated parsing of STAAD.Pro input and output files",
              "Independent FEA verification with OpenSeesPy",
              "Cross-comparison of 1837 beam utilization ratios",
              "Median ratio OpenSees/STAAD: 1.067 (76% within tolerance)"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "active"
          },
          {
            "name": "Document Anonymizer",
            "description": "Automated PDF anonymization tool for technical documents. Hybrid text extraction (pdfplumber + Tesseract OCR) with regex-based detection of references, names, and sensitive data.",
            "role": "Developer",
            "technologies": [
              "Python",
              "pdfplumber",
              "Tesseract OCR",
              "regex"
            ],
            "domain": "Document Processing - Engineering",
            "highlights": [
              "Hybrid extraction: native PDF text + OCR fallback at 200dpi",
              "Per-PDF logging system for traceability",
              "Custom regex patterns for engineering reference numbers",
              "Handles BV Germany document conventions (DC-GIS, DC-AIS patterns)"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "production"
          }
        ]
      },
      {
        "name": "AI & Automation Tools",
        "projects": [
          {
            "name": "AI Video Studio",
            "description": "Complete AI studio for YouTube videos: GPU-accelerated Whisper transcription, automated vertical shorts generation, and LLM-powered summaries. End-to-end video processing pipeline.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Whisper",
              "CUDA",
              "ffmpeg",
              "OpenAI API",
              "Flask"
            ],
            "domain": "Content Creation - AI",
            "highlights": [
              "GPU-accelerated transcription with Whisper (NVIDIA GTX 1080)",
              "Automated vertical video shorts generation from long-form content",
              "Multi-stage processing: download → transcribe → summarize → extract shorts",
              "Web interface for batch processing and library management"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "production"
          },
          {
            "name": "Voice Dictation System",
            "description": "Complete voice dictation system with GPU-accelerated Whisper offering multiple usage modes: GUI application, system-wide hotkey, and CLI. Real-time transcription with auto-paste functionality.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Whisper",
              "CUDA",
              "PyQt5",
              "pynput"
            ],
            "domain": "Productivity - Voice Recognition",
            "highlights": [
              "GPU-accelerated Whisper transcription (real-time performance)",
              "Multiple interfaces: GUI, hotkey (Ctrl+Shift+D), CLI",
              "Automatic clipboard paste and typing simulation",
              "System-wide integration for seamless workflow"
            ],
            "url": "https://github.com/festezet/voice-dictation",
            "year": "2025-2026",
            "status": "production"
          },
          {
            "name": "Agent PromptTrain",
            "description": "Centralized management server for Claude Code agents with real-time monitoring, conversation tracking, token analytics, and branch/sub-task visualization. Advanced debugging and analytics dashboard.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Flask",
              "SQLite",
              "D3.js",
              "REST API"
            ],
            "domain": "AI Development Tools",
            "highlights": [
              "Real-time monitoring of Claude Code agent sessions",
              "Token usage analytics and cost tracking",
              "Conversation branching and sub-task visualization",
              "Performance metrics and debugging tools"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "active"
          },
          {
            "name": "Gmail Cleaner",
            "description": "Automated email cleaning and categorization tool using hybrid approach: rule-based filtering + Claude Haiku + Ollama LLM. Achieved 93% accuracy in email classification.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Gmail API",
              "Claude API",
              "Ollama",
              "SQLite"
            ],
            "domain": "Email Automation - AI Classification",
            "highlights": [
              "Hybrid classification: rules + Claude Haiku + Ollama fallback",
              "93% classification accuracy across multiple email types",
              "Batch processing with cost optimization (minimal API calls)",
              "Automated deletion, archiving, and labeling workflows"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "production"
          },
          {
            "name": "AI Knowledge Base",
            "description": "Personal AI knowledge base with 460+ conversations from Claude/ChatGPT/Mistral. Full-text search, auto-tagging, and web interface for knowledge retrieval and analysis.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "SQLite",
              "FTS5",
              "Flask",
              "NLP"
            ],
            "domain": "Knowledge Management - AI",
            "highlights": [
              "460+ indexed AI conversations across multiple platforms",
              "Full-text search with SQLite FTS5 for instant retrieval",
              "Automatic tagging and topic extraction",
              "Web interface for browsing and analyzing conversation history"
            ],
            "url": "",
            "year": "2024-2026",
            "status": "production"
          }
        ]
      },
      {
        "name": "Business & SaaS",
        "projects": [
          {
            "name": "DeepSignal",
            "description": "Relational intelligence platform for offshore wind consultants. Micro-SaaS combining CRM, signal tracking, and AI-powered insights for business development and client relationship management.",
            "role": "Founder & Developer",
            "technologies": [
              "Next.js",
              "Supabase",
              "TypeScript",
              "PostgreSQL",
              "Stripe"
            ],
            "domain": "Business Intelligence - Offshore Wind",
            "highlights": [
              "AI-powered relationship intelligence for consultants",
              "Signal tracking: LinkedIn activity, project announcements, job changes",
              "Integrated training platform for junior consultants",
              "Monetizable SaaS with subscription model"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "development"
          },
          {
            "name": "Crypto Portfolio Tracker",
            "description": "Multi-exchange crypto portfolio tracking with automated exit strategies and tax calculation. Real-time monitoring across Binance, Kraken, and other exchanges.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Flask",
              "ccxt",
              "SQLite",
              "Chart.js"
            ],
            "domain": "Finance - Cryptocurrency",
            "highlights": [
              "Multi-exchange aggregation (Binance, Kraken, etc.)",
              "Automated exit strategies with price targets",
              "Tax calculation for crypto-to-crypto and crypto-to-fiat",
              "Real-time portfolio valuation and performance tracking"
            ],
            "url": "https://github.com/festezet/crypto-portfolio",
            "year": "2024-2026",
            "status": "production"
          },
          {
            "name": "AI Profile (this project)",
            "description": "Agent-first professional profile optimized for AI discovery. Structured data (JSON-LD schema.org) with API endpoints for AI recruiters and sourcing bots.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Flask",
              "JSON-LD",
              "schema.org",
              "HTML5"
            ],
            "domain": "Personal Branding - AI Optimization",
            "highlights": [
              "Machine-readable profile using schema.org vocabulary",
              "Discovery endpoint (/.well-known/ai-profile.json)",
              "RESTful API for AI agent consumption",
              "Human-friendly frontend with embedded structured data"
            ],
            "url": "https://festezet.dev",
            "year": "2026",
            "status": "active"
          }
        ]
      },
      {
        "name": "Infrastructure & DevOps",
        "projects": [
          {
            "name": "HomeHub v2",
            "description": "Centralized dashboard for project management, Docker orchestration, system monitoring, and local services. Single control point for entire development infrastructure.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Flask",
              "Docker",
              "SQLite",
              "JavaScript"
            ],
            "domain": "Infrastructure Management",
            "highlights": [
              "Unified interface for 40+ projects and Docker containers",
              "Real-time system monitoring (CPU, GPU, RAM, storage)",
              "Todo list API with categories and priority management",
              "Bookmark manager with auto-categorization"
            ],
            "url": "https://github.com/festezet/homehub-v2",
            "year": "2024-2026",
            "status": "production"
          },
          {
            "name": "System Backup Manager",
            "description": "Complete backup management system with GUI for infrastructure, project data, and work files. Automated scheduling, rotation, and health monitoring.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Bash",
              "systemd",
              "rsync",
              "PyQt5"
            ],
            "domain": "System Administration",
            "highlights": [
              "Three-tier backup strategy: System, Data, Work",
              "Automated rotation with configurable retention policies",
              "GUI for manual triggers and restore operations",
              "Health monitoring with alerts for failed backups"
            ],
            "url": "",
            "year": "2025-2026",
            "status": "production"
          },
          {
            "name": "System Monitoring",
            "description": "Real-time system monitoring application for CPU, GPU (NVIDIA), RAM, and process tracking. Lightweight dashboard for infrastructure health.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "FastAPI",
              "WebSocket",
              "psutil",
              "nvidia-ml-py3",
              "Chart.js"
            ],
            "domain": "Infrastructure Monitoring",
            "highlights": [
              "Real-time GPU monitoring (NVIDIA GTX 1080) via WebSocket",
              "Process-level resource tracking",
              "Historical data visualization with Chart.js",
              "Alert system for resource thresholds"
            ],
            "url": "https://github.com/festezet/monitoring",
            "year": "2024-2026",
            "status": "production"
          }
        ]
      },
      {
        "name": "Music & Creative Tools",
        "projects": [
          {
            "name": "Music Book Generator",
            "description": "Web application for creating structured music books from PDF sheet music. Supports multi-instrument versions (Guitar, Bass, Violin) with automatic table of contents, page numbering, and alphabetical index.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "Flask",
              "PyPDF2",
              "reportlab",
              "SQLite",
              "JavaScript"
            ],
            "domain": "Music - Content Generation",
            "highlights": [
              "One workflow generates 3 instrument-specific PDF books",
              "Drag-and-drop song ordering with catalog management",
              "Automatic table of contents and alphabetical index",
              "10x performance optimization with widget recycling"
            ],
            "url": "https://github.com/festezet/music-book",
            "year": "2025-2026",
            "status": "production"
          },
          {
            "name": "Rhythm Trainer",
            "description": "Training application for odd time signatures (5/4, 7/4, 5/8, 7/8, 9/8) with real-time tap detection, precision analysis, and adaptive progression system. 43 rhythmic patterns across 5 complexity levels.",
            "role": "Creator & Developer",
            "technologies": [
              "Python",
              "CustomTkinter",
              "sounddevice",
              "NumPy",
              "SQLite"
            ],
            "domain": "Music - Education & Training",
            "highlights": [
              "43 rhythmic patterns across 5 complexity levels",
              "Real-time tap detection with millisecond precision",
              "Adaptive progression system with performance tracking",
              "Low-latency audio with calibration system"
            ],
            "url": "https://github.com/festezet/rhythm-trainer",
            "year": "2026",
            "status": "production"
          }
        ]
      }
    ],
    "summary": {
      "totalProjects": 19,
      "categories": 4,
      "domains": [
        "Offshore Wind Engineering",
        "AI & Machine Learning",
        "Business Intelligence",
        "Infrastructure & DevOps",
        "Content Creation",
        "Finance & Cryptocurrency"
      ],
      "primaryTechnologies": [
        "Python",
        "Flask",
        "Whisper (GPU)",
        "OpenSeesPy",
        "Docker",
        "Next.js",
        "Supabase",
        "SQLite",
        "AI APIs (Claude, OpenAI)"
      ]
    }
  }
}