Marshall Peng
AI Engineer at Balyasny Asset Management L.P.
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMarshall Peng is an AI Engineer with nine years of experience building production ML systems, currently applying applied-AI techniques at Balyasny Asset Management after a multi-year tenure at Amazon Prime Air. He designed and shipped machine learning solutions to predict weather for autonomous delivery drones, blending probabilistic modeling, systems engineering, and operational robustness. A Dartmouth CS and Economics graduate with a statistics minor, he taught deep learning and applied ML courses, signaling both strong technical depth and an ability to communicate complex ideas. His background includes AI/ML internships at Apple (Siri) and impactful intern work at Synopsys where he improved anomaly detection accuracy by 30% while slashing runtime by 85%. Based in New York, he combines research-minded rigor with production-first instincts, especially at the intersection of real-time decisioning and safety-critical systems.
9 years of coding experience
6 years of employment as a software developer
Bachelor’s Degree Candidate in Computer Science and Economics Minor in Mathematics, Bachelor’s Degree Candidate in Computer Science and Economics Minor in Mathematics at Dartmouth CollegeHigh School, High School at Homestead High School
English, Chinese, Spanish
Github Skills (19)
hidden10
markov10
signal-processing9
hierarchical9
kalman-filter9
kalman9
music-information-retrieval9
virtual-reality7
audio7
filtering7
ai5
trading5
bitcoin4
reinforcement-learning3
trading-bot3
Programming languages (6)
Github contributions (5)
MarshallPeng/Course-Watch-Utility-Backend
Dec 2018 - Sep 2021
Code for the backend portion of the Course Watch Utility. Designed to help Dartmouth Students register/get into high demand classes during add-drop period
Contributions:12 PRs, 13 pushes, 4 branches in 2 years 9 months
dartmouthdemandbackendperiodregister
MarshallPeng/Course-Watch-Utility-Frontend
Dec 2018 - Sep 2021
Code for the frontend portion of the Course Watch Utility. Designed to help Dartmouth Students register/get into high demand classes during add-drop period
Contributions:7 PRs, 14 pushes, 3 branches in 2 years 9 months
reactjavascriptdartmouthdemandfrontend
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.