7+ years building B2B products that scale — from payment orchestration handling ₹400 Cr/month to NLP pipelines processing 20,000+ articles daily. I bridge deep technical depth with sharp business outcomes.
AI / ML ProductsFintechRegTech / AMLeCommerceSupply ChainDubai + India
Work experience
Where I've driven real outcomes
Zigram · AI & RegTech
Technical Product Manager
June 2025 – Present
Architected large-scale NLP pipelines processing 20,000+ news articles daily using NER algorithms, creating adversarial press intelligence with 10ms–30sec vector search
Pioneered PEP compliance databases engineered from ground-up handling 15M+ records with Agentic AI for automated web scraping, extraction, and intelligent structuring
Designed optimised schemas for vector and non-relational databases supporting real-time AI applications across Zigram's core data product
Fintech Vertical: Built API integrations to 100+ banks and 5 payment gateways across Dubai & India, achieving 99.5% transaction success rate on ₹300–400 Cr monthly invoices
Procurement Platform: Architected end-to-end procurement system with Java-based validation, unlocking USD 130M working capital through intelligent inventory orchestration
Sales Application: Led ML-powered enrollment system managing ₹350 Cr monthly orders, reducing processing time with automated data mapping and semantic search
Catalogue: Engineered management platform for 1.1M SKUs with semantic search, significantly improving PDP-to-cart conversion
Tally-OMS Integration: Led 100% invoice automation, eliminating manual errors across Dubai and India business units
Managed procurement for electronic components in lighting fixtures and voltage chargers, bridging Sales, R&D, QA, and Finance teams
ProcurementSupply ChainCross-functional
Key achievements
Numbers that speak louder than titles
₹400Cr
Monthly invoice volume managed with 99.5% payment success rate
$130M
Working capital unlocked through intelligent procurement automation
15M+
PEP compliance records handled in AI-engineered database schema
90%
Manpower reduction via sales app automation at ElasticRun
GitHub projects
Built by hand, not just spec'd
01 / Teaching
LangChain & LangGraph Teaching System
Full curriculum with Colab notebooks, slides, and a GitHub repo for teaching LangChain, LangGraph, and LangSmith — built and delivered to IITP and MASAI cohorts.
Telegram-based baby tracking automation in Hindi/Hinglish. Logs to Google Sheets, visualises with QuickChart. MLX-LM fine-tuning planned once data accumulates.
Built multiple MCP servers from scratch — expense tracker, calculator, weather, Chrome control, Twitter — all integrated with Claude Desktop for live agentic use cases.
Agent-to-Agent protocol demo with a live job search app. Complete step-by-step student guide published on GitHub. Used as live lecture demo for A2A and ACP protocols.
Open to Senior PM, Technical PM, Head of Product, and AI consulting roles. I bring both the product mindset and the technical depth — and a track record of shipping at scale.