I built an internal operations platform at Vantix Growth for a video editing agency, managing clients, editors, projects, invoices, and financial workflows through 60+ RESTful endpoints. I collaborated directly with the founder to turn business requirements into production-ready features.
I've also built grounded RAG and churn prediction projects, combining hybrid retrieval, citation verification, FastAPI, Docker, Scikit-learn, and Streamlit to deliver reliable AI and data products.

