At Bain & Company, where I'm deployed through Insight Global, I connected LLMs to an Operations Research scheduling engine so consultants can query and re-optimize staffing models in plain English. I also shipped RAG, multi-agent intelligence, and drafting systems for consulting teams.
At Wipro, I architected two enterprise AI platforms and led a cross-functional team of five. My work included a due-diligence system that reduced analyst turnaround by about 55%, an Adaptive RAG platform serving more than three clients at sub-two-second p95 latency, and a code assistant adopted by more than 200 developers.
I established GenAIOps practices and built safety controls for regulated environments, including evaluation harnesses, PII redaction, and audit logging. I also reduced LLM infrastructure costs by about 30% and release cycles by about 40%.
Earlier at Tata Insights & Quants (Tata Industries), I designed supply-chain optimization models and built forecasting and freight simulation work. I bring hands-on depth in mathematical optimization alongside production AI systems, and have published more than 45 technical articles on AI/ML and optimization.
