Experience

Conversational AI agent (LangGraph) for generating scripts in a proprietary scripting language and querying its documentation. Complete ETL pipeline reconstructing documentation from heterogeneous sources (XML files, database dumps, regex), structured into an RDF knowledge graph for RAG. Lightweight open-source MoE models, no fine-tuning. What previously took weeks now takes minutes.

Designed and built an AI SaaS application enabling automatic extraction and normalization of product data from any manufacturer. Adaptive agentic AI scraper, Typesense search engine, React interface. Fully deployed, extensible to ERP integration.

Sole technical hire: designed and built an adaptive AI scraper from scratch capable of ingesting product data from any of 400+ manufacturer websites. Full-stack architecture (NLP/NER, neural classification, PostgreSQL, FastAPI, React) with a proprietary training dataset. PoC validated up to the Executive Committee in 4 months — foundation for SonarFetch.