Projects

RAG assistant and agent over a product backlog

Python Ollama ChromaDB LiteLLM FastAPI Docker pytest

Personal project. Local-embedding RAG over 29 user stories, evaluated on 12 questions (recall@10 from 85% to 99%). Tool-calling agent, LiteLLM multi-model gateway with fallback, streaming FastAPI API, Docker Compose and e2e tests.

Hybrid synthetic data generator

Python Flask Faker OpenAI API

Demo. Web app for generating datasets (column-based schema, templates, CSV export) that routes each column between Faker and an LLM, with bounded LLM calls to keep costs under control.

Daxmod

Python Scikit-Learn TensorFlow

Open-source Python library developed as part of university research on text classification. Provides a unified interface for training and evaluating classification models (classical ML and deep learning).

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