Lin Ko
Co-Founder at AI Leap
No man's land United States
Summary
👤
Senior🎓
Top SchoolLin Ko is a founder and machine learning engineer with nine years of experience building AI-driven products and production systems. As Co-Founder of AI Leap and former AI Engineer at Pints AI, Lin led early RAG initiatives and pretraining efforts that produced a 1.5B-parameter model trained on 57B tokens with performance approaching larger baselines, and open-sourced the underlying dataset. Previously a senior software engineer in digital healthcare, Lin improved VOIP consultation success by 47% and led the server-side team to deliver EMR and scheduling systems. Trained in data science at the University of Colorado Boulder, Lin blends hands-on model development, dataset curation, and full-stack engineering to move research into reliable product features. Based in the United States, Lin is deeply passionate about reinforcement learning and about harnessing intelligence to create near‑perfect systems that scale. An uncommon strength is pairing rigorous pretraining experiments with pragmatic production deployments to meet client needs.
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Data Science, Master of Science - MS, Data Science at University of Colorado Boulder
Github Skills (18)
llama8
computer-vision6
deep-learning5
python5
pytorch5
single-page4
jsonresume3
large-language-models2
text-based2
single-page-application2
classification2
json2
react2
nlp2
text-classification1
Programming languages (7)
Github contributions (5)
AI-Leap/2020-computervisionworkshop
Nov 2020 - Dec 2020
This repository is for the course and practical programs that will be shared in computer vision workshop.
Contributions:20 commits, 2 PRs, 12 pushes in 28 days
pytorchpythonvisionworkshopdeep-learning
L16H7/exam-results-react
May 2018 - Jan 2019
Contributions:7 PRs, 49 pushes, 9 branches in 8 months
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