Bridging engineering and business, earning trust across teams.
Amazon Linux PathFinder
2025
AI Analytics Platform
2022–2024
Easton Digital Platform
2024–2025
Goodera Analytics
2017–2023
GIVE Strategy
2022
NIT Rourkela B.Tech
2011–2015
Roadmaps into reality.
Building products users love, powered by curiosity and AI.
AWS · UCLA Anderson · Easton Tech Fellow · NIT Rourkela · 6+ yrs Tech Experience
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Multi-market reach.
A/B test product launches in both US and India, refining strategies with real user data and iterating for rapid growth.
Go-to-market excellence.
Drove launches on two continents, adapting playbooks for enterprise sales, B2C apps, and developer platforms.
Roadmaps to reality.
Building products people love, powered by curiosity and AI.
From Amazon Q integration roadmaps to LLM deployment strategies — I translate what AI can do into what users actually need.
AI Product Strategy
From Amazon Q integration roadmaps to LLM deployment strategies — I translate what AI can do into what users actually need.
Technical PM
Six years shipping data infrastructure taught me to read system diagrams, write PRFAQs, and earn engineers’ trust. I live comfortably in both PRDs and pull requests.
Data-Driven Growth
NPS, retention, pipeline latency — I define metrics before writing requirements. At GIVE, a 22-point NPS improvement started with instrumenting the right signals.
Volunteering Platform
An AI-powered matching tool connecting volunteers to causes based on skills, schedule, and impact goals. Built with Claude API and v0.dev.
Dive Social
A community platform for scuba divers — AI-curated dive logs, species identification from photos, and a social layer for the underwater world.
Tech Intel Digest
A daily-updating AI pipeline that fetches, summarizes, and categorizes tech news from 8 trusted sources. Powers the /intel page of this site. Built with GitHub Actions + Claude API.
AI product strategy.
Translating LLM capabilities into roadmaps. From Amazon Q integration to enterprise AI deployment.
Technical PM.
Bridging engineering and business. Comfortable in PRDs, PRFAQ, system design, and sprint ceremonies.
Data-driven growth.
Analytics pipeline architecture, OKR design, and NPS-obsessed product iteration.
MBA impact.
Led high-visibility initiatives, built strong leadership skills, and fostered innovation.
AWS internship.
Drove cloud adoption, launched prototypes, and built enterprise-scale solutions.
AI projects.
Built novel AI tools, ran research pilots, and delivered intelligent apps.
Shailvi Kumar
Product
I spent six years shipping data infrastructure and analytics products at Goodera before pursuing my MBA at UCLA Anderson, where I’m an Easton Technology Management Fellow and Merit Scholar.
At AWS last summer, I owned the product definition for Amazon Linux PathFinder — a zero-to-one AI product at the intersection of cloud infrastructure and LLM-guided automation, presented directly to the VP of Product Management.
I’m recruiting for senior PM and AI PM roles at companies building at the frontier of AI infrastructure, developer tools, and enterprise software. Open to roles in the US and Amsterdam.
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UCLA Anderson MBA · AWS · CS → PM · Building AI products at the intersection of cloud infrastructure and human intent.
Engineer by training. Product leader by choice.
I spent 6 years shipping data infrastructure and analytics products before pursuing my MBA at UCLA Anderson, where I’m an Easton Technology Management Fellow and Merit Scholar.
At AWS, I owned the product definition for Amazon Linux PathFinder—a zero-to-one AI product at the intersection of cloud infrastructure and LLM-guided automation.
AWS
Cloud
UCLA
Anderson
AI & ML
Python · SQL
5+
Leadership roles
3
AI prototypes
12+
Industry projects
Experience
MBA Highlights
Leadership
AWS Internship
AI
Prototypes
Research
Apps
Fun Stuff
Chess
Travel
Side Projects
Contact
Resume
Site
Privacy
Terms
Credits
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Ready for my next challenge. Let’s build something impactful together.
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© 2025 Shailvi Kumar
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