Senior PM with 6+ years shipping AI/ML products across FinTech and B2B SaaS — LLMs, RAG pipelines, real-time credit decisioning, and large-scale data infrastructure at production scale.
Getting credit to 100,000 businesses wasn't a model problem — it was a product problem.
Six years building AI products at the intersection of machine learning and real business impact — from credit access to conversational AI.
I started as an ML engineer and researcher, which means I read the model card before the press release. That background lets me work with data science teams on their terms — understanding the tradeoffs, writing specs that engineering can actually ship, and knowing when the model is the bottleneck vs. the product is.
I hold a Master's in Product Management from Carnegie Mellon and an MS in Computational Linguistics and Computer Science from IIIT Hyderabad, plus 3 peer-reviewed NLP publications. I bring the same rigor to a PRD that I bring to a research paper: clear problem statement, precise methodology, measurable outcome.