https://github.com/lambda-science/lambda-science

https://github.com/lambda-science/lambda-science

Last synced: about 15 hours ago
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• Host: GitHub
• URL: https://github.com/lambda-science/lambda-science
• Owner: lambda-science
• Created: 2021-12-10T12:43:18.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-06-24T07:22:29.000Z (7 months ago)
• Last Synced: 2025-01-09T23:46:27.577Z (8 days ago)
• Language: Python
• Size: 46.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### Hello ! 🐍

I'm **Corentin Meyer**. Currently **AI Engineer** at Alcatel-Lucent Enterprise, I have a **PhD in biomedical AI.**  

At ALE I work on developping our internal generative AI solutions (LLMs) to support our company internal use-cases. I built and manage our generative AI initiative end to end: from the idea to the PoC up to the industralisation on AWS. I have a broad role as main technical expert and developer while maintaining good cross-departement communication and translating business requirement into technical implementation. On the side I also develop and maintain more classical AI models for sales & operations units.

Previously my research focused on applying cutting-edge AI techniques to analyze patient data for genetic diseases, specifically congenital myopathies. I applied modern artificial intelligence techniques to analyze data of patients affected by a family of genetic diseases (congenital myopathies). I've build three open sources tools:

- [NLMyo](https://github.com/lambda-science/NLMyo)🔧: a toolbox leverage Large Language Models (LLMs such as ChatGPT) to exploit histology reports

- [MyoQuant](https://github.com/lambda-science/MyoQuant)🔬: a tool to quantify pathological features on muscle biopsies image

- [IMPatienT](https://github.com/lambda-science/IMPatienT)🗂️: a patient database tool to annotate, process and explore patient biopsy text reports

You can find all way to reach me and see my work by accessing **my website: [cmeyer.fr](https://cmeyer.fr)**. I also run a blog where I try to communicate on the things I'm working on at [cmeyer.fr/blog/](https://cmeyer.fr/blog/)  



  

  

     

  

      

  



Here you can find a tree of all my **GitHub projects**:

🐍 Corentin Meyer

┣━━ 📦 Main Projects

┃   ┣━━ myoquant🔬          - automatically quantify pathological features in muscle fiber histology images

┃   ┣━━ nlmyo🔧             - toolbox to leverage LLMs to exploit histology text reports

┃   ┣━━ impatient🗂️         - web application to digitize, process and explore multimodal patient data

┃   ┣━━ myoquant-streamlit  - web demo of myoquant using streamlit

┃   ┣━━ streamline          - fork of the Streamline autoML pipeline for multiclass classification

┃   ┣━━ primate proteins    - analysis of gene prediction errors in the proteome of 11 primates

┃   ┗━━ drosophila proteins - analysis of gene prediction errors in the proteome of drosophilas

┣━━ 🛠️ Work In Progess

┃   ┣━━ thesis              - my thesis in writing

┃   ┣━━ predex              - train and visualize learning classier systems (lcs) for explainable models

┃   ┗━━ dnd-qa🗡️           - chatbot to answer questions about dungeons and dragons spells

┣━━ 🔗 My Websites

┃   ┣━━ cmeyer.fr           - personal linktree

┃   ┣━━ cmeyer.fr/blog      - personal blog

┃   ┣━━ impatient.lbgi.fr   - impatient web demo

┃   ┣━━ lbgi.fr/MyoQuant    - myoquant web demo

┃   ┣━━ lbgi.fr/NLMyo       - nlmyo web demo

┃   ┗━━ status.cmeyer.fr    - website status page

┣━━ 📚 Teaching and Internships

┃   ┣━━ ml intro lecture    - 1st machine-learning introduction lecture at the biotechnology school of strasbourg (esbs)

┃   ┣━━ ml 1st practical    - 1st machine-learning practical at the esbs

┃   ┣━━ ml 2nd practical    - 2nd machine-learning practical at the esbs

┃   ┣━━ afaf intern         - code for afaf internship

┃   ┗━━ ines intern         - code for ines and jeremy internship

┗━━ ⚰️ Dead and old projects

    ┣━━ pcr-primer-finer    - tool to find optimal primers for pcr

    ┣━━ genetics            - a web application for genetic sequence analysis

    ┣━━ genetics-gui        - a gui app. for genetic sequence analysis

    ┣━━ huntington-rnaseq   - hungtington disease RNA-seq analysis internship

    ┗━━ twitter-bot         - small twitter bot to tweet pictures of cute shibas


Follow me on twitter @corentinm_py and on my website cmeyer.fr