At FinOpSys Business Services Pvt. Ltd., I designed and shipped Finopsys Insights, a production AI assistant that turns plain-English questions about accounts-payable data into grounded answers, visualizations, summaries, and reports. Its agentic NLP-to-SQL core uses OpenAI and Google Gemini with a Supabase/PostgreSQL and pgvector data layer.
I built a 1,000-question evaluation and Python analysis pipeline, measuring about 75% answer accuracy and 100% accuracy on the scope guardrail. I also added a deterministic faithfulness gate, injection guardrails, multi-tenant data isolation, and Docker-based production delivery.
