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thiagolefebure/README.md

I build software where regulation meets data — turning environmental standards, financial rules and policy targets into testable, working systems.

Environmental engineer (10 years in wind energy & licensing, Brazil/France) turned founder-engineer. Based near Copenhagen 🇩🇰 · FR/PT native, EN professional.

🌬️ Energy & simulation — my home turf

WindSound — SaaS platform for wind-farm acoustic compliance modelling. ISO 9613-2, IEC 61400-11-2 and ABNT NBR 10151 implemented as testable code; Monte Carlo uncertainty analysis (P50–P99) running in-browser via Web Workers; automated regulatory PDF reports. Demonstrated to major wind developers in Brazil.

WFIV Operational Patterns from Public AIS Data — reconstructing the installation rhythm of a wind farm installation vessel (Wind Mover, Baltic Power OWF) from open Danish Maritime Authority AIS data: ~16h median per turbine position, port shuttle cycles, operational-state detection. An exercise in how far public data goes in explaining offshore logistics — limitations declared upfront.

SEAFAIRER value-chain optimizer — MILP optimisation of maritime biofuel supply chains (PuLP/CBC), Monte Carlo P10/P50/P90, ISO 14040 life-cycle GHG accounting, FuelEU compliance checks. React dashboard.

Brazil Labor Transition Simulator — probabilistic policy simulator (up to 50k Monte Carlo runs) for Brazil's 6×1 workweek reform, calibrated live against IBGE/PNAD and CAGED APIs. Streamlit.

🤖 AI / LLM systems

AI Document Intelligence Engine — production-oriented FastAPI RAG service (LangChain/LangGraph, OpenAI, Dockerized). Beyond the chatbot demo: evidence-based answers with per-page citations, source deduplication, coverage scoring as an explainability signal, Markdown/PDF export endpoints.

📊 Data engineering & quality

EU Waste Data Reporting Pipeline — CI-tested, config-driven data platform mirroring how the EEA tracks circular-economy progress: Eurostat API ingestion, Reportnet-style QA engine (severity model: completeness, consistency, plausibility), WFD distance-to-target indicators, SQLite star-schema warehouse with lineage.

Credit Risk Simulation — end-to-end PD/LGD/EAD pipeline with expected-loss computation, macro stress scenarios and a data-quality framework (BCBS 239-minded).

🌍 ESG & climate tooling

Climate Stress Test Simulator — NGFS scenarios on financial portfolios (transition & physical risk, stranded assets), aligned with ECB/EBA/TCFD guidance. React 19.

Scope 3 GHG Dashboard · ESG Due Diligence Dashboard — supply-chain emissions and OECD 6-step due-diligence tooling (CSRD/CSDDD-aware).

Stack: Python (pandas, FastAPI, PuLP) · SQL · React/Vite · LangChain · Docker · GitHub Actions CI

The pattern across everything here: take a regulation or standard, turn it into an explicit computational specification, wrap it in QA, and ship it as a product someone can actually use.

📫 thiago.lefebure@gmail.com · LinkedIn

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  1. wfiv-installation-windows wfiv-installation-windows Public

    Inferring offshore wind installation cycles and weather windows from public AIS data

    Jupyter Notebook

  2. windsound-site windsound-site Public

    HTML

  3. ai-document-intelligence-engine ai-document-intelligence-engine Public

    Production-oriented FastAPI service that ingests PDF documents, builds a vector index, and answers questions using Retrieval-Augmented Generation (RAG) with evidence (SOURCE + page). Includes an au…

    Python

  4. seafairer-value-chain seafairer-value-chain Public

    MILP-based value chain optimizer for maritime drop-in biofuels. Models 6 supply chain nodes from biomass to port bunkering, with Monte Carlo uncertainty analysis, sensitivity assessment, and ISO 14…

    Python

  5. eu-waste-data-pipeline eu-waste-data-pipeline Public

    Managed data flow for EU waste reporting — acquisition, quality assurance, indicators, warehouse and public-facing products.

    JavaScript

  6. reforma-6x1-simulator reforma-6x1-simulator Public

    Python