Better utility services for more families at lower cost. YCombinator S20.

ATS › Global Mile › Freight

Externalizing Amazon's freight network to 3P shippers (for profit): freight.amazon.com

ATS › Middle Mile › Labor

Co-founded an inter-shift staffing algorithm that optimizes which dock doors Amazon associates should be working at throughout a given shift. A/B tested across NA and EU operation sites. Saves Amazon (on the order of millions) in labor costs every year. The other co-founder: Josh Resch.

ATS › Middle Mile › Digital Twin

Built a web service that enables Amazon operators to "configure" their building for package sortation. Used by every AR sortable FC in the world.

Emphasis in Computer Vision and ML.

research

• Joining GPT-4V with Instagram
• Counting via a single camera based visual interface — this was before LLMs. Under John Kender.
• Applying graph clustering algorithms to Goodreads data — detecting genres of literature by "clustering" books together, under Augustin Chaintreau.

Built an application that allows dev teams to schedule jobs on high performance computing clusters.

Informatics and mathematics.

Built a framework that simulates tractor behavior (revving engine, turning the steering wheel). Used to test engine controllers prior to release.

Pipelining operational data into the cloud and running anomaly detection to predict failovers.

Programming high voltage relays to protect transformers from power surges.

Mostly studied high voltage power systems.

Senior design project was a "Roomba-esque" robot that served as a WiFi extender (by following you around and positioning itself between you and the nearest router).

Primarily abstract math. Advanced calculus and geometric proofs.