Ankur Kapoor
Head of Product, Catalog Intelligence @ Meta
About
Product Executive | AI/ML Systems & Infrastructure | Ex-Amazon Bar Raiser I lead the intersection of high-level research and global-scale product engineering. With a technical foundation in Applied Mathematics and ML Engineering, I specialize in building the intelligent infrastructure that powers modern e-commerce, advertising, and content discovery. Currently at Meta: Head of Product for Catalog Intelligence, leading 10+ PMs and 100+ engineers. - Generative AI & Multimodal: Architecting GenAI video strategy for Reels and state-of-the-art computer vision for global product recognition. - Knowledge Graphs: Scaling Meta’s semantic understanding engine to connect billions of entities for Ads and Commerce. Previously at Amazon: 6.5-year tenure as a Single Threaded Leader and Bar Raiser. - 0-to-1 Scale: Conceptualized and launched Amazon’s 4-hour "Same Day Delivery" across 50 cities. - ML Optimization: Scaled predictive ML models for Prime CX, driving significant growth in membership and delivery efficiency. Technical Foundation: MS in Applied Mathematics (University of Michigan) | B.Tech (IIT Delhi) | MBA (ISB)
United Kingdom
London
Internet
AI / ML Product Management, GenAI, Content understanding, AI/ML Product Management, AI applications, Product Strategy, Product Management, Machine Learning, P&L Management, Matlab, Mathematical Modeling, Quantitative Finance, Statistical Modeling, Project Management, Financial Engineering, Statistics, Financial Modeling, Strategy, Monte Carlo Simulation, Competitive Analysis
Experience

Head of Product, Catalog Intelligence
London, England, United Kingdom
Head of Product for Catalog Intelligence at Meta — managing a team of 10+ product managers and partnering with 100+ engineers to build AI/ML systems that drive how products and content are understood across Facebook, Instagram, and Threads. • Product Recognition: Building state-of-the-art computer vision and multimodal AI capabilities that automatically identify, classify, and enrich product information at scale — enabling more relevant shopping and advertising experiences across Meta's commerce surfaces. • Knowledge Graph: Developing and scaling Meta's product knowledge graph — connecting entities, attributes, and relationships to create deep semantic understanding of products and content, powering downstream applications in ads targeting, recommendations, and discovery. • Generative AI for Video: Leading product strategy for AI-generated video capabilities applied to Reels monetization — leveraging generative models to create new formats that drive creator and advertiser value. • Defining the multi-year product vision and roadmap for Catalog Intelligence, aligning with Meta's broader AI strategy and partnering with Ads, Commerce, Feed Ranking, and Integrity teams. • Building and developing a high-performing PM organization — hiring, mentoring, and promoting product leaders across London and global offices.

Product & Business Head - Same Day Delivery
Conceptualized, piloted, and scaled Amazon's Same Day Delivery network (4-hour delivery) across 50 cities in India as Single Threaded Leader, building a new business line from zero to nationwide scale. • Led a cross-functional organization of Senior Managers, Product Managers, Program Managers, Category and Marketing Managers, and Business & Data Engineers — owning the full P&L and end-to-end customer experience. • Designed seamless UX and backend tech integration of hyperlocal business into the main Amazon app, enabling 4-hour delivery without changing how customers shop. • Built ML-powered solutions for selection planning, supply chain optimization, and demand management during weather and peak events — ensuring reliable customer experience in a hyperlocal business with naturally fluctuating demand.

Sr. Manager / Head of Product - Prime Customer Experience
Delivered multiple S-team (SVP-level) goals building products that were critical enablers for Prime Free One Day delivery and helped grow Prime membership significantly. • Led innovations in Amazon's delivery engine — Search, Buy Box ranking, and Recommendations — delivering significant incremental sales impact (measured via A/B testing) by building customer location, inventory, and delivery speed awareness into the shopping experience. • Launched 'Buy More Save More' — a predictive ML capability identifying items that can ship in the same box across Amazon's complex fulfillment network — driving meaningful improvement in shipping cost per unit while improving customer value. • Served as Technical Advisor (Observer) to Amazon India's SVP & Country Head, providing product and technical input on strategic business decisions. • Built and developed a high-performing PM organization — promoted multiple PMs to Principal PM and Senior Manager levels. Received Cowboy Award for exceptional ownership and impact. • Bar Raiser — Amazon's most selective interviewer designation — upholding the hiring bar across Amazon India.

Machine Learning Engineer
Greater Boston Area
• Built machine learning product features for MATLAB's Statistics Toolbox, Bioinformatics Toolbox, and SimBiology — developing algorithms used by researchers and engineers worldwide. • Contributed to product design, implementation, and testing of statistical and ML capabilities, building deep technical foundations in applied ML that inform product leadership today.
Education
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