AI Product Manager& Builder
10+ years shipping AI products at S&P Global, C3 AI, and beyond. I build and evaluate production-grade AI—from multi-agent systems and RAG pipelines to RL evaluation environments for frontier labs.
At a Glance
A quick overview of my professional journey, passions, and technical expertise.
The TL;DR
Enterprise AI Product Leader
- 10+ years shipping AI products at S&P Global, C3 AI & beyond
- Built multi-agent systems, RAG pipelines & RL eval environments for Fortune 500s and frontier labs
- Columbia Business Analytics grad — 4 AI apps shipped end-to-end in 2025
The Origin Story
From VIT to Columbia to AI
Started as a software engineer in India, built my way up through S&P Global, then pivoted to pursue my Master's at Columbia. Now I help enterprises unlock value from AI—from research tools to agentic workflows.
The Toolkit
Featured Projects
Enterprise AI products I've shipped that made real impact for users and businesses.
A persona-driven company intelligence search engine for the Enterprise AI & Data Infrastructure sector — where the same query returns fundamentally different results depending on whether you're a Value Investor, PE Firm, Growth VC, Strategic Acquirer, or Enterprise Buyer.
ML-Powered Field Search
S&P Global
A machine learning backed search endpoint that leverages transfer learning from a Microsoft-trained model to intelligently surface the most relevant fields for user queries.
Natural Language Screener
S&P Global
Built an AI-powered screening tool that lets financial analysts query complex datasets using plain English instead of writing SQL or using clunky filter UIs.
Analytics Engine
Cowen & Co
Designed and built a comprehensive analytics platform for investment research, enabling data-driven insights for equity research analysts.
Research Lens
Personal Project
An AI-powered research aggregator that scans and synthesizes content from arXiv and TechCrunch to surface relevant AI/ML papers and startup news.
My Journey
A timeline of my professional and educational experiences
AI Product Manager & Builder
Contract/Consulting
Jun 2025 - Present
Shipped 4 AI-powered applications end-to-end and designed RL evaluation environments for frontier AI labs.
- Shipped 4 AI apps end-to-end: InvestorLens, Retail Right, Research Lens & more
- Cut multi-agent response time 87% (30s→4s) via LangSmith trace optimization
- Designed RL eval environments for OpenAI & Anthropic via Mercor
Senior AI Solutions & Product Manager
C3 AI
Dec 2024 - May 2025
Drove 0-to-1 AI product development, delivering enterprise-grade solutions for Fortune 500 clients.
- Unlocked $6.5M in working capital savings
- Pioneered Generative AI ingestion framework
- Accelerated deployment speed by 30%
Senior Product Manager
S&P Global
Jan 2020 - Nov 2024
Owned end-to-end product strategy for Capital IQ Pro, integrating AI capabilities and driving platform growth.
- Delivered 69% user growth & 101% usage growth YoY, contributing to $2B+ revenue
- Pioneered RAG & LLM-enhanced search; boosted accuracy 40%, cut time-to-insight 30%
- Owned Capital IQ Pro Screener — reduced analyst workflow time ~65%; improved adoption 55%
Data Scientist
Cowen Investment Management
Jun 2019 - Dec 2019
Built predictive analytics solutions for investment professionals using advanced ML models.
- 5-10% higher accuracy than existing algorithms
- Forecasted energy prices with 80% accuracy
- Enhanced model performance through feature engineering
M.S. Business Analytics
Columbia University
Sep 2018 - Dec 2019
Joint program between Columbia Engineering and Columbia Business School, focusing on data science and ML.
- Columbia Engineering & Business School
- Data Science & Machine Learning focus
Product Owner
S&P Global Market Intelligence
Jul 2015 - Jul 2018
Led machine learning integration for Capital IQ, managing product development from concept through launch.
- 25% improvement in user engagement
- Enterprise APIs for 900+ clients ($133M ACV)
- MIFID II compliance solutions
B.S. Computer Science & Engineering
Vellore Institute of Technology
Jul 2011 - May 2015
Foundation in computer science, software engineering, and problem-solving.
- Computer Science & Engineering
Skills & Technologies
A dynamic view of my technical toolkit, built over years of shipping AI-powered products.
Always learning, always building, always caffeinated.