Backend / Web Developer Trainee
First Quadrant Labs · May 2026 – Present
- Built a Financial Document Analyzer web service using FastAPI; exposed a /qa endpoint for clause-level question answering and a /risksummary endpoint for automated risk insights from financial filings.
- Integrated a retrieval API to return answers with citations, evaluated with Precision@5 and Answer F1-score metrics across a synthetic FY 2021-2023 financial corpus.
- Demonstrated proficiency in API development, retrieval-based NLP, and structured JSON data handling in a production-style environment.





