Group Product Manager, Glance AI (GenAI Commerce) at InMobi Glance (2026-04 – Present)
- Architecting the data foundation for a Generative AI shopping assistant - leading a 10x catalog scale-up via multi-platform ecommerce ingestion and deepening attribute enrichment through migration to an in-house fine-tuned fashion vision-language model.
- Driving commerce integrations and monetization - onboarding UCP merchants for enabling direct in-app checkout, alongside partnerships that add catalog depth (reviews, offers, size charts) and CPC monetization.
- Designed and shipped a Catalog Quality framework based on coverage and accuracy scores to measure and improve catalog health.
- Benchmarked an in-house attribute enrichment model against a Gemini model using human evaluators and multiple LLM judges, isolating real defects from judge bias to drive engineering improvements.
- Built and shipped an autonomous catalog analyst agent that runs daily catalog health checks, verifies findings against materiality thresholds and produces reports mapped to quarterly business goals, posting them to Teams on a schedule.
- Built reusable Claude Code skills, durable memory files, and a scheduled personal chief-of-staff agent that ingests decisions from Teams, mail, meeting transcripts and live shared trackers into a compounding knowledge base and posts daily briefs - productionizing recurring AI-assisted PM workflows.
Group Product Manager, Roposo Clout at InMobi Glance (2023-01 – 2026-03)
- Led the 0→1 launch and scale-up of Roposo Clout, InMobi's B2B dropshipping platform, growing it to 100k orders/day with $15M in quarterly revenue.
- Drove rapid MVP development, launching a fully functional Shopify app in just 5 weeks to unlock initial adoption, turning early merchant insights into a lean, high-impact product.
- Scaled the platform to 700k+ Shopify app installs and retained a core base of 30k+ active merchants by shipping 75+ features across onboarding, discovery, search, pricing, inventory and order management.
- Built and led a high-performing pod of 15 (13 engineers, 2 product managers), mentoring PMs through multiple promotions, while driving velocity across multiple high-impact product launches.
Senior Product Manager, Dash101 at Shop101 / InMobi (2020-03 – 2022-12)
- Led product development for Dash101, a logistics aggregator platform enabling D2C merchants to book, track, and manage shipments across multiple courier partners.
- Built core logistics infrastructure including unified shipment booking, rate calculators, tracking flows, NDR handling and weight dispute reconciliation, improving delivery rates and merchant satisfaction.
- Streamlined onboarding and merchant experience, reducing drop-offs and enabling activation at scale through simplified UI, contextual nudges and automated KYC.
- Shop101 (parent of Dash101) was acquired by InMobi in July 2021.
Product Manager at OLX People (formerly Aasaanjobs) (2018-08 – 2020-02)
- Shipped key features for Aasaanjobs – a job portal for blue-collar workers, simplifying job discovery and creating a frictionless experience for job seekers.
- Improved signup success from 55% to 80% and boosted conversion from signup to first job application from 12% to 20% by streamlining the onboarding journey and surfacing relevant jobs sooner.
- Built multiple recruiter-facing features aimed at improving interview-to-turn-up ratio, implementing automated reminders and tools to streamline recruiter workflows and boost recruiter productivity.
- Worked cross-functionally with 10+ engineers, 2 designers, analysts and 100+ recruiter ops team members to drive alignment and adoption across both user-facing and internal tools.
Investment Banking Analyst at Deutsche Bank (2017-04 – 2018-06)
- Prepared pitch books and industry research for buy-side and sell-side M&A advisory in the EMEA TMT team.
- Built financial models for company valuation, including discounted cashflow method and comparable company analysis.
- Drafted equity stories and investment highlights for potential IPOs, shaping narratives used in investor presentations.
Business Analyst at Flipkart (2014-07 – 2015-07)
- Built a predictive model for inventory movement by analyzing product ageing cycles, resulting in a 6.5-day reduction in the working capital cycle.
- Evaluated single vs. multi-warehouse models to support scaling of the Fulfilled by Flipkart (FBF) program, balancing cost, delivery SLAs and network efficiency.
- Optimized regional inventory utilization and order-to-delivery timelines, significantly improving FBF performance and supporting Flipkart's supply chain scalability.
