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1. rag-llm-qa-documents rag-llm-qa-documents Public

   A pipeline for Question-Answering over a set of pdf documents.

   Jupyter Notebook

2. reporting-agentic-system reporting-agentic-system Public

   LLM-based multi-agent system for automated data reporting, combining SQL exploration, code generation/execution, and iterative report refinement, deployed via Docker Compose with a modular FastAPI …

   Python

3. rl rl Public

   A set of experiments from scratch in deep reinforcement learning.

   Python

4. retrieval-ranking-recommender retrieval-ranking-recommender Public

   Two-stage recommender system with hybrid candidate generation (content-based + collaborative filtering) and XGBoost ranking, built with Docker Compose.

   Python

5. llm-embedding llm-embedding Public

   Training of an embedding model with contrastive loss for physics articles based on Qwen2.5-0.5B-Instruct.

   Jupyter Notebook

6. pinn pinn Public

   A set of physics informed machine learning problems solved from scratch with PyTorch.

   Python