Built AI Agents for enterprise-scale restaurants, with a focus on drive-thru and phone ordering. OfOne is a YC- & SignalFire- backed startup. Joined the founding team (3 co-founders + me) to build the backend and ML stack. OfOne was acquired by Deepgram.

Highlights:

* Helped drive 50x sales growth through product innovation and development

* Fine-tuned large language models for order extraction tasks

* Designed and implemented a service that made agents fully conversational, integrating TTS/STT providers with custom turn-taking logic

* Led 100+ interviews of engineering candidates

Software Engineer for Amazon Health & AWS Slack App.

Highlights:

* Promoted in 1.5 years to SDE 2

* Designed and led team of three to implement a One Medical & Pharmacy eligibility determination service supporting 10k transactions per second

* Architected and built Amazon Care's event-driven membership notification system

Co-founded a hedge fund which raised 7 figures to invest using a proprietary macro-driven algorithmic strategy. The fund operated for five years before we shut it down.

UVFC is a student-run venture fund investing in early-stage companies with a focus on midwestern entrepreneurs. I led our team of 20 multi-disciplinary students, consisting of everyone from undergraduate Computer Science majors to Bio-Engineering PhDs.

In the AWS Support organization, I built a pipeline for Natural Language Processing and integrated it into the front-end of an unreleased product. My work primarily used Java and Python.