Shankar Binjawadgi

Shankar Binjawadgi

AI-First Technical Product Manager

Ex-AWS PMT-ES · Ex-Microsoft Azure · UW Foster STEM MBA ’26

Who I Am

Hi 👋, I’m Shankar — an AI-first Technical Product Manager who brings curiosity, technical depth, product taste, and grit to ambiguous problems. I enjoy product work that starts with a messy human problem, moves through disciplined discovery, and ends in a clear strategy, prototype, or roadmap that helps cross-functional teams build simple, scalable products customers adopt and trust.

Outside product work, I’m usually hiking, working out, or trying to understand why people behave the way they do.

What have I been building?

A snapshot of a few products and prototypes I’ve built, tested, and shaped across AI, consumer, and community experiences.

StreakFit

Apr 2026 - Ongoing

Discovered 3 student fitness pain points through 6 interviews (hypotheses driven); built a 0-to-1 personalized AI gym buddy MVP in 3 hours at OpenAI Codex Hackathon; currently iterating toward a broader release based on user feedback.

HeyLily AI Scam-Call Assistant

Jan 2026 - Mar 2026

Led an 11-member cross-functional team across design, engineering, and business to build HeyLily, a Hiya competitor and AI scam-call assistant for seniors. Ran 15+ user interviews, guided development of an android call app, and crafted a 5-year B2B2C go-to-market model.

Spotify AI MiniMix

Sep 2025 - Ongoing

Built an AI music recommendation engine in n8n for mood and occasion sub-playlist curation, using dynamic song-feature selection and improving relevance by 73% versus a rule-based baseline in project testing.

AI Hike Researcher

Jan 2026 - Ongoing

Interviewed 2 hike organizers to identify planning pain points; architected AI Hike Researcher, a cost and time efficient AI agent that gathers 6 real-time safety signals and personalizes trail filtering, reducing weekly planning time by 98%.

Product Teardown Series

Sep 2025 - Mar 2026

Ideated, launched, and ran the Foster Tech Club program that made product thinking more social and hands-on; created event marketing, posters, Luma pages, and audience messaging; produced three teardown events with 110+ attendees.

B

Bumble Barney AI Wingman

Feb 2023

Analyzed 100 one-star Bumble App Store ratings, root-caused the recurring no-matches problem, brainstormed solutions, and proposed Bumble Barney, an AI wingman intended to decrease no matches by 10%. Won 2nd rank in the February NextLeap Capstone project.

What do I bring to the table?

Customer & Behavioral Psychology

Understanding how users think, struggle, decide, and adopt products.

AI-First Product Building

Using AI to rethink workflows, reduce friction, and create new product experiences.

Data-Driven Product Judgment

Turning customer signals, usage patterns, and business context into better product decisions.

Strategic Business Acumen

Connecting market needs, company goals, competitor research, financial tradeoffs, and go-to-market realities into product decisions that create durable business value.

Technical Depth

Working credibly with engineering teams across cloud infrastructure, distributed systems, scalability, and reliability.

Cross-Functional Collaboration

Aligning engineering, design, business, and customer stakeholders around clear problems and measurable outcomes.

What’s my modus operandi?

Agency

Driven, high ownership, comfort with ambiguity, proactive problem-solving, and outcome-focused execution.

Human-Centered

Listening for signals, understanding motivations, mentorship, and collaborative alignment.

Thoughtful

Deliberate thinking, simplicity, attention to detail, and long-term orientation.

Manager note

It was a lot of fun having you on the team this summer, and it was a really cool project! Your ownership and bias for action were amazing. Thank you Shankar!

Rick Ochs

Senior Manager at AWS, Cloud Optimization

2026 Sr. Product Manager Technical - External Service Internship @ AWS

What I can geek out on

  • Behavioral psychology
  • Hiking
  • Gym
  • Poker
  • Anime

Where I Worked

Jun 2025 - Sep 2025

Senior Product Manager Technical, AWS FinOps

Amazon Web Services

Seattle, WA

Worked on AWS FinOps cost optimization strategy, customer discovery, roadmap prioritization, and PRFAQ-style product definition.

Jul 2021 - Jul 2024

Technical Product Builder 2, Azure Core Storage

Microsoft

Bangalore, India

Led Azure Core Storage product and engineering work across Blob NFS, AI incident diagnosis, distributed caching, and high-throughput infrastructure for enterprise and HPC workloads.

2 projects

WSLBlobNFS PowerShell Module and Package Distribution

Jul 2021 - Jul 2024

Spearheaded the 0-to-1 development and launch of a Windows CLI client using WSL2 virtualization for Blob NFS, unlocking a new Windows segment and onboarding 150+ B2B customers while partnering with product leadership on go-to-market strategy.

BlobNFS Troubleshooting Tool

Jul 2021 - Jul 2024

Built troubleshooting tooling to diagnose Azure Blob NFS issues, collect useful logs, and support faster root-cause analysis for users and Azure support workflows.

Jul 2018 - Jul 2020

Software Engineer, Azure Core Monitor & Migrate

Microsoft

Hyderabad, India

Built Azure Monitor and Migrate product experiences and cloud infrastructure improvements across UX, performance, cost, reliability, and disaster recovery.

What I Studied

Sep 2024 - Mar 2026

Master of Business Administration (MBA), Management Science (STEM)

Foster School of Business, University of Washington

Seattle, WA

VP of Foster Tech Club and AI Product Builder, focused on product strategy, customer research, AI prototyping, go-to-market thinking, and product leadership.

10 projects

AI Hike Researcher

Jan 2026 - Ongoing

Interviewed 2 hike organizers to identify planning pain points; architected AI Hike Researcher, a cost and time efficient AI agent that gathers 6 real-time safety signals and personalizes trail filtering, reducing weekly planning time by 98%.

Spotify AI MiniMix

Sep 2025 - Ongoing

Built an AI music recommendation engine in n8n for mood and occasion sub-playlist curation, using dynamic song-feature selection and improving relevance by 73% versus a rule-based baseline in project testing.

StreakFit

Apr 2026 - Ongoing

Discovered 3 student fitness pain points through 6 interviews (hypotheses driven); built a 0-to-1 personalized AI gym buddy MVP in 3 hours at OpenAI Codex Hackathon; currently iterating toward a broader release based on user feedback.

Asana Sales Strategy and GTM Assessment

Sep 2024 - Mar 2026

Benchmarked Asana's sales strategy and go-to-market motion across nine dimensions, recommending clearer PLG vs. SLG guidance and competitive differentiation. Awarded 1st place for best assessment out of eight teams.

HeyLily AI Scam-Call Assistant

Jan 2026 - Mar 2026

Led an 11-member cross-functional team across design, engineering, and business to build HeyLily, a Hiya competitor and AI scam-call assistant for seniors. Ran 15+ user interviews, guided development of an android call app, and crafted a 5-year B2B2C go-to-market model.

Product Teardown Series

Sep 2025 - Mar 2026

Ideated, launched, and ran the Foster Tech Club program that made product thinking more social and hands-on; created event marketing, posters, Luma pages, and audience messaging; produced three teardown events with 110+ attendees.

Roblox Foster Case

Sep 2024 - Mar 2026

Proposed Roblox, a user-generated-content platform, as the acquirer for Shutterstock in the Foster Case Competition. Presented a $1.5B valuation and synergy analysis showing how Shutterstock assets could expand Roblox creator tools, content quality, and market share.

Microsoft 365 Copilot GTM Strategy

Sep 2024 - Mar 2026

Developed a go-to-market strategy for Microsoft 365 Copilot to capture 1% of the U.S. university student market, modeling $2.9M in value over four years. Positioned Copilot as a Gen Z-facing AI productivity product through campus adoption, value messaging, and education-focused GTM tactics.

Quantum Tech Partners Gaming GTM

Sep 2024 - Mar 2026

Produced four milestone reports on South Korea's gaming sector, covering market sizing, developer and publisher mapping, growth themes, and investment analysis. Turned the research into a prioritized outreach list of six targets to guide 2025 go-to-market planning.

SBS Consulting Strategy

Sep 2024 - Mar 2026

Developed a structured consulting analysis for SBS, turning client context, market research, and strategic signals into prioritized recommendations, supporting rationale, and an executive-ready presentation.

Feb 2023

Product Management Fellowship

NextLeap

Bangalore, India

Selected as a Top Fellow with 2nd rank in NextLeap’s Product Management Fellowship, focused on structured product thinking, customer pain-point analysis, and capstone problem solving.

4 projects
B

Bumble Barney AI Wingman

Feb 2023

Analyzed 100 one-star Bumble App Store ratings, root-caused the recurring no-matches problem, brainstormed solutions, and proposed Bumble Barney, an AI wingman intended to decrease no matches by 10%. Won 2nd rank in the February NextLeap Capstone project.

N

Netflix Circle Wireframes

Feb 2023

Designed wireframes for a Netflix social discovery concept, exploring how friend circles, onboarding, and recommendation flows could make content discovery more social and habit-forming.

N

Netflix New User Onboarding Journey Map

Feb 2023

Created a user persona and mapped Netflix's new-user onboarding journey to identify friction points, emotional states, and opportunities to improve activation, personalization, and first-session value. Published the journey map on Figma, where it received 650+ uses and 17+ likes.

F

Figma Product Design Work

Feb 2023

Collected product design explorations in Figma, including journey maps, wireframes, and interface concepts that show product thinking across discovery, interaction design, and user experience.

Sep 2018 - Dec 2018

Advanced AI/ML Certification (ML & Deep Learning)

IIIT Hyderabad

Hyderabad, India

Completed an advanced AI/ML certification focused on machine learning and deep learning, placing 2nd in the capstone project.

1 project

Advanced AI/ML Capstone

Sep 2018 - Dec 2018

Completed the Advanced AI/ML Certification capstone at IIIT Hyderabad and placed 2nd for the project.

Aug 2014 - Jun 2018

Bachelor of Engineering, Computer Science

PES University

Bangalore, India

Graduated with a 9.5 CGPA, ranked in the top 5% of the class.

1 project

Sketch-to-Image AI Tool

Aug 2014 - Jun 2018

Built an AI tool that transforms hand-drawn sketches into realistic images using Convolutional Neural Networks and Generative Adversarial Networks. Won 2nd place in the final-year project competition for applying computer vision and generative modeling to creative image generation.

How to Contact Me

Liked my work, have an idea to collaborate on, or just want to geek out on any of my interests? I’d be happy to hear from you.