Projects

The interchanges: where the code leaves the main line.

• diggo

  • Python
  • FastAPI
  • Playwright
  • Docker
  • PostgreSQL
  • LLM

  Automated job-search pipeline for the French AI/ML market: offer scraping, keyword and LLM scoring, FastAPI dashboard, CV and cover-letter PDF generation.

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• rag-lab

  • LangChain
  • LangGraph
  • Qdrant
  • FastAPI

  RAG over the LangChain/LangGraph docs: hybrid retrieval (Qdrant, BM25 + RRF), cross-encoder reranking, LLM-as-judge evaluation.

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• Kaggle Watson

  • PyTorch
  • DeBERTa-v3
  • HuggingFace

  Multilingual NLI competition (15 languages): DeBERTa-v3-base fine-tuning, fp16 training, AdamW with cosine decay.

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• Restaurant Analytics

  • Spring Boot
  • Java
  • MongoDB
  • Redis
  • Elasticsearch
  • PostgreSQL

  Full backend with JWT auth, fuzzy and geospatial search (Elasticsearch), Redis cache, leaderboard. Live demo on Railway.

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• sacrebleu Merged open-source contribution

  • Python
  • NLP

  Fixed an instance leak in mjpost/sacrebleu via lru_cache on TokenizerSPM.__call__.

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• pyserini Merged open-source contribution

  • Python
  • Information Retrieval

  Fixed the argument order for getTopicsWithStringIdsFromFileWithTopicReaderClass in castorini/pyserini.

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