Building autonomous workflows, RAG systems, and predictive models. Focused on Production ML, LangGraph, and Data Engineering.
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Autonomous agent that rewrites LaTeX resumes based on Job Descriptions.
- Tech: Python, LangGraph, KeyBERT, Docker, FastAPI
- ML Concept: Used KeyBERT for semantic keyword extraction vs. standard regex.
2. Sentinel: Autonomous Financial Discipline Agent
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- Tech CrewAI, LangGraph, Opik, Text-to-SQL, PostgreSQL
Video Q&A agent capable of citing specific timestamps.
- Tech: Python, ChromaDB, yt-dlp, Streamlit
- ML Concept: Implemented semantic chunking to preserve temporal context.