I build AI systems, data products, and mobile software meant to survive real use. By day, I work on production systems at Goldman Sachs. Independently, I take products from concept through launch.
Selected Work
Work centered on difficult product constraints, technical tradeoffs, and the systems that came out of them.
Other Work
Additional projects, experiments, and product explorations that highlight breadth across domains and technologies.
A recommendation engine that models films as rich vector representations, then uses nearest-neighbor search to find better matches across text, metadata, and filmography context.
A cloud writing tool that uses retrieval, embeddings, semantic search, and caching to deliver context-aware editing help without making the experience feel sluggish or over-engineered.
A flight search engine that resolves airport ambiguity, queries multiple providers, and ranks itineraries by value instead of dumping raw options on the user.
An iOS spatial-audio game built around sound, haptics, and head-gesture input, creating competitive play without relying on visual cues.
A Spotify-connected experience that analyzes listening behavior and turns it into a personality-driven aesthetic profile with color, mood, and soundtrack.
Philosophy
I care about products that still make sense once scale, ambiguity, bad inputs, and real users show up. Architecture matters because it decides whether a product gets stronger under pressure or collapses into patches.
Process
Every engagement begins with clarity on the user need, business objective, and the constraint that matters most. Good execution depends on a precise starting point.
I shape the product experience and technical architecture together so the implementation supports the product from the outset.
I work across backend, frontend, infrastructure, and AI workflows to deliver cohesive systems rather than disconnected layers.
Once a product is live, real usage provides the clearest signal. That is where refinement becomes disciplined rather than speculative.
About
I'm a software engineer focused on technically demanding products where the hard part is not just implementation, but judgment: what to optimize, what to simplify, and what has to hold under real usage.
Professionally, I build production systems in finance and AI. Independently, I take products from initial idea through launch. The through-line is consistent: rigorous engineering, clear product thinking, and systems that remain understandable when complexity increases.
Contact
If you need help shaping the product, designing the architecture, or shipping the implementation end-to-end, feel free to reach out.