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  • France

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Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

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louislefo/README.md

Louis Le Forestier

Engineering Student at ESILV (Data & AI Major - GenIA Specialization) | International Exchange at Hanyang University (Seoul)

Live Portfolio • LinkedIn • Email

About Me

I am an engineering student specializing in Generative AI, Autonomous AI Agents, Data Engineering, and Full-Stack Systems. My work focuses on building production-grade architectures, agent-native protocols (MCP), predictive machine learning pipelines, and robust web applications.

  • Current Education: ESILV Paris La Defense (Data & AI Major, GenIA Track) • Hanyang University Seoul (Exchange Semester)
  • Professional Experience: EBTrans (Data Quality & GPT Agent Automation), DeVinci Junior (Data & Lead Gen B2B), Societe Generale CIB (Structured Credit Trading Desk)
  • Seeking: 16 to 20-week technical internship in GenIA / AI Agents, Full-Stack SaaS, Data Engineering, or DevOps

Featured Projects

Project Description Stack
MatchMyStage Agent-native career co-pilot & ATS tracker with RAG-grounded resume tailoring, Model Context Protocol (MCP) server, and sub-second in-memory Typst compilation. Python, FastAPI, Next.js 16, React 19, Typst, MCP, Async SQLAlchemy
KeyStone-Ledger Automated financial auditing and certification SaaS platform processing accounting workflows. TypeScript, SaaS Architecture, Financial Auditing
Finly Self-hosted personal finance and wealth management PWA with bank synchronization and net worth tracking. TypeScript, Next.js, React, PWA
gemini-cli-api High-performance FastAPI backend & CLI controlling Google Gemini Web via Chrome DevTools Protocol. Python, FastAPI, CDP Protocol, AsyncIO
Ligue1-ML-Forecaster Machine learning pipeline predicting French Ligue 1 match outcomes with market odds backtesting. Python, scikit-learn, Pandas, Backtesting
Better_DeVinci Event-driven data pipeline and predictive calculation engine for academic tracking at ESILV. Python, Data Pipelines, Algorithmic Engine
FamilyStream React streaming platform with TMDB metadata integration and custom media playback interface. React, JavaScript, TMDB API

Tech Stack

Generative AI, Agents & Machine Learning

Python Model Context Protocol Typst scikit-learn NumPy Pandas OpenCV FastAPI

Web & Full-Stack Development

TypeScript JavaScript React Next.js Node.js TailwindCSS

Systems, Data & DevOps

Docker Linux PostgreSQL MySQL SQLite C++ C# Git

Contact & Links

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  1. saas-keyStone saas-keyStone Public

    KeyStone-Ledger is a comprehensive SaaS solution automating financial auditing and certification. It streamlines complex manual processes into an automated workflow, processing accounting data in u…

  2. Ligue1-ML-Forecaster Ligue1-ML-Forecaster Public

    Machine Learning project for predicting French Ligue 1 match outcomes (2025-2026) and backtesting betting strategies against market odds.

    Jupyter Notebook 1

  3. familystream familystream Public

    A premium, private streaming platform built as a lightning-fast React frontend. FamilyStream provides an elegant, Netflix-like interface to browse, search, and stream your favorite movies and TV se…

    JavaScript 1

  4. Better_DeVinci Better_DeVinci Public

    Architecture système, pipeline de données événementiel et moteur de calcul prédictif pour le suivi académique à l'ESILV.

  5. PI2P_2026 PI2P_2026 Public

    Projet IA parking

    JavaScript

  6. Finly Finly Public

    Self-hosted personal finance and wealth management PWA with automated bank synchronization, envelope budgeting, and real-time net worth tracking.

    TypeScript 2 2