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Samsam19191/README.md

Hi, I'm Sami πŸ‘‹

Typing animation


πŸ§‘β€πŸ’» About Me

  • πŸŽ“ Computer Science Engineering student @ INSA Lyon
  • πŸ€– Focused on AI, NLP, and Large Language Models
  • πŸ”¬ Experience with data science, applied ML, and MLOps
  • πŸ₯Š Outside of tech: boxing & football club player

⚑ Research & Technical Interests

  • 🧠 Natural Language Processing (word embeddings, transformers, prompt & context engineering)
  • πŸ“š Large Language Models (fine-tuning, local deployment, evaluation)
  • 🌍 Knowledge Graphs & reasoning with structured + unstructured data
  • πŸ”„ Federated Learning & privacy-preserving ML
  • βš™οΈ MLOps for scaling ML systems from prototype to production

πŸš€ Featured Projects

πŸ”Ή erudi – Co-founded a no-code SaaS for fine-tuning and deploying local LLMs (FastAPI + React + Electron)
πŸ”Ή NLP Dimensionality Reduction – Compressed French word embeddings with Autoencoders + Word2Vec
πŸ”Ή GoodReads Knowledge Graph – Neo4j graph enriched with LLM semantic relations + DBpedia integration
πŸ”Ή Federated Learning for Urban Heat Islands – PyTorch-based federated model to detect climate patterns


πŸ› οΈ Tech Stack

Core Languages
Python C++ Java SQL

AI / Data Science
PyTorch LangChain LLMs NLP Word2Vec Pandas Matplotlib

Data Engineering & Tools
Dataiku LangFlow FastAPI Docker Git Linux Neo4j


🌐 Connect With Me

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