Product thinking
with technical depth.
I'm Shiven — a PM candidate at the intersection of data, systems, and user behavior. I've shipped MVPs, built marketplace analytics from scratch, and worked across AI strategy, ML research, and product development.
Selected Work
How I work
Product Strategy
Defining the problem before reaching for solutions. Understanding constraints, incentives, and what 'good' actually looks like for the user and the business.
Technical Fluency
Comfortable in the stack — data pipelines, APIs, ML systems, and what's actually hard to build versus what just seems hard. Enough depth to be a real partner to engineers.
Data & Analytics
Building metrics frameworks, SQL for product analysis, dashboard design, and surfacing insights that change decisions — not just dashboards that look good in reviews.
User Research
Designing research that separates signal from noise. Screener criteria, discussion guides, synthesis frameworks. Finding what users actually do versus what they say they do.
Writing
Let's talk.
I'm actively looking for PM, APM, and AI product roles for summer 2025 and beyond. If you're working on something interesting, I'd like to hear about it.