Ho Lee

Machine Learning Software Architect at Lightmatter

Palo Alto, California, United States
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Summary

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Ho Lee is a Machine Learning Software Architect in Palo Alto with a decade focused on applying ML/AI and data infrastructure to deliver personalized health and behavior insights. He blends deep technical roots—from early engineering and R&D roles at HP, Sun, and DEC to program leadership at Microsoft—with product and data science leadership at Livongo and current work at Lightmatter. His experience spans building scalable systems, recommendation and personalization engines, and translating clinical and sensor signals into actionable health guidance. Trained in EECS at MIT and having pursued advanced study at Stanford plus executive finance training at Harvard Business School, he pairs rigorous technical depth with business and valuation fluency. Notably, his career bridges research, startup CTO roles, and enterprise program management, enabling him to move innovations from prototype to production in regulated health contexts.
code10 years of coding experience
job37 years of employment as a software developer
bookBS, MS, Electrical Engineering and Computer Science, BS, MS, Electrical Engineering and Computer Science at Massachusetts Institute of Technology (MIT)
bookFinancial Management, Venture Capital, Private Equity, Valuation, Financial Management, Venture Capital, Private Equity, Valuation at Harvard Business School
bookPhD program, Electrical Engineering and Computer Science, PhD program, Electrical Engineering and Computer Science at Stanford University
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Stats
78reputation
39kreached
9answers
0questions
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Github Skills (25)

python10
machine-learning10
cntk10
java10
deep-learning10
computer-vision10
microsoft9
pytorch9
tensorflow9
neural-network9
data-visualization8
data-analysis8
deep-neural-networks8
ui-components8
data-science8

Programming languages (3)

PowerShellC++Python

Github contributions (5)

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hjl/CNTK

Jan 2016 - Oct 2018

Computational Network Toolkit (CNTK)
Contributions:13 pushes, 4 branches in 2 years 8 months
cntkinfinibandnetwork-analysiscomputational
hjl/cntkdemo

Aug 2015 - Jul 2017

Contributions:11 pushes, 1 branch in 1 year 11 months
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Ho Lee - Machine Learning Software Architect at Lightmatter