Platform Enhancements

A product surface, a gap, and the intervention I would build.

LinkedIn

Career Trajectory Explorer

LinkedIn tells you who's hiring. It doesn't tell you how people like you actually got there — the bridge roles, the detours, the transitions that worked.

A graph-based explorer that maps real career transitions: who moved from X to Y, through what, and over how long. Bridge roles, career clusters, and the paths that repeat.

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Maps

Moving Target Navigation + Route Co-Optimization

Maps assumes you already know where you're going. But sometimes the destination is moving — and sometimes the best destination depends on the route you're already on.

Two related interventions: routing toward someone sharing a live location (not a static pin), and optimizing the destination and route together so the best coffee shop is the one that fits your drive — not just the nearest one.

Coming soon
Netflix

Discovery Mode — Serendipity Engine

Netflix knows your history better than you do. But "because you watched X" isn't discovery — it's a loop. The best nights are when something surprises you.

A mood-first trailer feed that breaks from your historical viewing. Surprise me. Comfort watch. Hidden gems. Something completely outside my usual taste. Surfacing by feeling, not by pattern-match.

Coming soon

Case Studies

Deeper dives into real product decisions, strategic tradeoffs, and what I'd do differently.

Coming soon

Case studies in progress

Breakdowns of real product decisions — what was built, why, what worked, and what I'd change.