At ConnectWise, I contributed to the Migration Wizard Pre-Flight workflow, helping flag missing mandatory fields and incorrect mappings before migration. I also worked on date-anomaly validation and developed Playwright test suites for repeatable regression testing.
I built Finarrator, a financial dashboard with a Gemini-powered chatbot and a Pinecone retrieval-augmented generation pipeline. For Report 360, I developed feedback analytics with DistilBERT sentiment analysis and BART summarization; the project recorded a 50% improvement in response reliability.

