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  • CentraleSupélec
  • Saclay

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matrac73/README.md

Hi, I'm Mathieu 👋

I turn data and AI into tools that people actually use, from deal analysis to day-to-day automation.

I work on data, AI and automation for private equity at Adagia Partners: LLM copilots for due diligence, data pipelines and dashboards for portfolio companies, and the workflows that link them together. Engineering background from CentraleSupélec.

🔭 What I build

  • LLM applications: RAG, document and spreadsheet analysis, voice interfaces, agentic workflows
  • Data products: pipelines, BI dashboards, ML models from exploration to production
  • Automation: workflows that remove the repetitive part of the job

🧰 Stack

Python TypeScript Next.js React LangChain Claude OpenAI Mistral scikit-learn Power BI n8n Azure GCP Docker

🚀 Featured projects

Project What it does Stack
wisprMR Local, offline push-to-talk dictation: streaming Whisper transcription with optional LLM polishing Python · faster-whisper · Ollama
case-me-now AI interviewer for consulting case practice, with retrieval and voice in/out Python · Mistral · Whisper · Gradio
xlsx_analyser_llm Upload a spreadsheet, get a written analysis (map-reduce LLM summarisation) LangChain · Azure OpenAI
siteweb_creator Premium showcase website for an interior-design studio · live Next.js 15 · Tailwind · Framer Motion
daily-builds One small app shipped every day by an autonomous coding agent I orchestrate · showcase Claude Code · PowerShell · GitHub Pages

📫 Get in touch

Open to discussing AI in private equity, data products and automation.

Popular repositories Loading

  1. xlsx_analyser_llm xlsx_analyser_llm Public

    Upload an Excel workbook, get an LLM-written analysis: map-reduce summarisation with LangChain and Azure OpenAI, served with Gradio.

    Python 1

  2. Drinking_Water_Potability Drinking_Water_Potability Public

    Predicting drinking-water potability from physico-chemical measurements: EDA, model benchmark and hyperparameter tuning.

    Jupyter Notebook

  3. Projet_SMA Projet_SMA Public

    Prey-predator multi-agent simulation (wolves, sheep, grass) built with Mesa, with an interactive browser visualisation.

    Python

  4. Projet_DL Projet_DL Public

    Detecting and transcribing serial numbers on aircraft parts with deep learning (EAST text detection + OCR).

    C++

  5. APAC_cleaner APAC_cleaner Public

    Interactive carbon-footprint dashboard (energy, waste, water, travel) built with React, TypeScript and Chart.js.

    TypeScript

  6. opencv opencv Public

    Forked from opencv/opencv

    Open Source Computer Vision Library

    C++