Jacob J. Choi

Jacob J. Choi

AI Engineer×Musician

"Melos contra mundum"

CS:AI student at Colby College (graduating May 2027). AI/Agentic Pipeline Engineer at The Jackson Laboratory, building an AI tumor board system that cuts oncologists' case prep from over 60 minutes to under 5. It serves rural patients in Maine and North Carolina through the Maine Cancer Genomics Initiative, funded by a three-year grant from the Duke Endowment. Focused on agent orchestration, biomedical GraphRAG, and citation-verified evidence retrieval.

Prior research at USC's Institute for Creative Technologies and a Turing study with Microsoft Research. Founder of TuneTales (AI music storytelling) and creator of HarmonyRestorer (AI audio restoration with a custom OpGAN).

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Currently

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Projects

HarmonyRestorer

AI-powered audio restoration platform with a custom-trained OpGAN benchmarked on 146K noisy/clean pairs (SDR 23.7 dB, PESQ 4.04)

ReactFastAPIPyTorch

TuneTales

AI-powered music storytelling platform that turns artist histories into immersive, narrative-driven experiences

Next.jsPythonTypeScript

Polymarket Research

Arbitrage detection and calibration research across 9,900+ prediction markets with production-grade resilience and observability

PythonhttpxPydanticPrometheusDockerSQLite
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Past Life

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Honors & Credentials

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Beyond Work

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Contact

Open to conversations about AI engineering, research-to-production, and good music.

jacob77choi@gmail.com