Jack Lynch
Senior Software Engineer, Applied ML Research at Isomorphic Labs
Raleigh, North Carolina, United Kingdom
Summary
👤
Senior🎓
Top SchoolJack Lynch is a Senior Software Engineer in Applied ML Research with a decade of experience building and shipping vision and domain-adaptive learning systems across startups and research labs. Currently at Isomorphic Labs, he has a strong track record in implementing novel and canonical computer vision architectures in TensorFlow, Keras, and PyTorch, and has led ML efforts from geospatial domain adaptation to quantum-assisted generative modeling. His background blends physics, electrical engineering and nonlinear AI research—skills he has applied to few-/zero-shot learning, stability and complexity analysis, and practical APIs for model deployment. An entrepreneur-at-heart who co-founded multiple startups and an active club founder and advisor, he pairs deep theoretical interests (lottery tickets, domain adaptation, learning theory) with hands-on engineering that bridges research and product. He often explores less obvious intersections such as chaotic computing primitives integrated into image networks and quantum-classical generative models for medical imaging.
10 years of coding experience
7 years of employment as a software developer
Bachelor’s of Science Physics Electrical Engineering Artificial and Human Cognition (Self-Designed), Bachelor’s of Science Physics Electrical Engineering Artificial and Human Cognition (Self-Designed) at North Carolina State UniversityHigh School, High School at Trinity School of Durham and Chapel Hill
English, Spanish
Github Skills (50)
deploying9
nas8
model-compression8
feature-engineering8
javascript8
webgl8
makehuman8
typescript7
machine-learning7
machine-learning-algorithms7
deep-learning7
automated-machine-learning7
backbone7
neural-architecture-search7
hyperparameter-tuning7
Programming languages (2)
Github contributions (5)
aiatncsu/aic-scripts
Jan 2019 - Apr 2021
Contributions:7 commits, 6 pushes, 1 branch in 2 years 2 months
lychrel/cap-electrodes
May 2018 - Jun 2020
Contributions:1 release, 18 pushes, 1 branch in 2 years 1 month
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