Stephen Petrides
ML Research Engineer Data Scientist II
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolStephen Petrides is an ML Research Engineer and Data Scientist II with a decade of experience building production-grade ML systems and data pipelines for clinical and research settings. Currently at MSKCC’s Nadeem Lab, he applies ML and software engineering to immunogenomics and precision oncology after leading similar efforts at Cleveland Clinic and earlier MSKCC groups. His background spans deploying large language models on on-prem platforms, designing full-stack analytical web apps (IOExplorer), and integrating EMR and NGS data into clinical workflows. Equally comfortable in low-level networking work and robot perception, he combines systems-level engineering (QUIC, accelerated packet IO) with applied ML for healthcare. He holds an MS in Computer Science (Machine Learning) from Columbia and has a track record of translating complex biomedical data into usable tools for clinicians and researchers.
10 years of coding experience
5 years of employment as a software developer
Master of Science - MS Computer Science Machine Learning, Master of Science - MS Computer Science Machine Learning at Columbia UniversityBachelor’s Degree Computer Science, Bachelor’s Degree Computer Science at Rutgers University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (48)
vlan10
h310
javascript9
udp9
ietf9
litespeed9
open-source9
quic9
nfv9
ospf9
juniper9
compression8
dpdk8
bgp8
python8
Programming languages (6)
Github contributions (5)
sdpetrides/eSuds
Mar 2018 - Apr 2019
Contributions:2 commits, 1 push, 1 branch in 1 year
sdpetrides/DataStructuresJava
Feb 2016 - Nov 2017
Contributions:3 pushes, 1 branch in 1 year 9 months
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