Headline

Building Agentic Ai products. I help companies Design, Build and Scale products.

About

I am a Senior Product Manager at Amazon working on Amelia - Amazon Amelia is an AI-powered chatbot built specifically for Amazon sellers. Previously, I led Seller Experience for Amazon and worked on Seller Success and FBA enablement. ⚒️ Early in my career, I joined ClearTax as a Product Manager, where I was majorly focused on Growth and Acquisition. I also worked at Kristal.ai, where I led the consumer product. I also led Design at Kristal.ai. Before getting into product, I have been a founder, a designer, and a salesman. 🍥As a self-learned designer, I started as a graphic designer - working on customer research, brand development, identity design, and positioning. 🚀 I had started Freefolk with a vision to create a travel community. After this, I co-founded Bluepine foods, where I was doing sales and business development, which later got featured on Shark Tank. Off work, I love trekking mountains, driving, and playing poker.

Location

Bengaluru

AI stack

aistudio

claude code

codex

notebooklm

notion

railway

Work experience

Builder at Woody, Feb 2026 - Present · 7 mos, Built a real-time conversational fitness coach that combines workout coaching, tracking, contextual memory and in-session actions across text and voice experiences. Designed the multi-model product architecture, and AI quality system, including intent routing, session memory, interruption handling, evaluation frameworks and observability; achieved approximately 800 ms response latency and more than 95% workout-logging success. Created AI-enabled content and growth workflows for automated video production, carousel creation and influencer-channel operations, substantially reducing the time required to produce and test new content. Woody.fit

Career transition at Career Break, Oct 2025 - Jan 2026 · 4 mos

Senior Product Manager at Amazon, Jul 2022 - Sep 2025 · 3 yrs 3 mos, Bengaluru, Owned portfolio strategy across AI, seller assistance, registration, and onboarding for emerging markets, aligning engineering, applied science, UX, operations and regional business teams on quarterly priorities, investment trade-offs and success metrics. Launched Amelia - Amazon’s AI seller assistant in 5 languages, for sellers across US, IN, and EMs; handling 22% of user queries. Designed conversational guardrails, action-oriented workflows and “next-question” recommendations, reducing conversation drop-off and cold starts and improving multi-turn session length by 7%. Launched ‘New Seller Guide’ to help new sellers in their 0-1 journey post launch on Amazon. Served across IN, and seven other EMs (BR, MX, AE, SA, AU, SG, TR). Revamped the FBA registration workflow for IN sellers, enabling sellers to onboard on “Prime”, increasing FBA Prime sellers from 6,500 to 10,700 in 2 years. GMS impact: $15M over 2 years.

Product Manager at Aviyel, Oct 2021 - Jul 2022 · 10 mos, Working to solve the monetisation and community problem in the Open-source ecosystem. Leading the product and strategy for Rewards, Job-board and Events platform. Voted product of the day and week on Product Hunt. https://www.producthunt.com/posts/aviyel

Mentor -Product & Design at adplist.org, Jul 2021 - Sep 2022 · 1 yr 3 mos, Remote, Mentoring upcoming designers and product managers. https://adplist.org/mentors/ankur-golwa

Education

Bachelor of Technology (BTech), Electrical Engineering, Malaviya National Institute of Technology Jaipur

PCM, Vidya Mandir Senior Secondary School Kota

Public links

github: https://github.com/agolwa

ankurgolwa.com: https://ankurgolwa.com/