Lee Becker
Staff Software Engineer, AI at Lattice
Boulder, Colorado, United States
Summary
👤
Senior🎓
Top SchoolLee Becker is a Staff Software Engineer specializing in human-centered AI with 13 years of experience building production ML systems that turn messy, unstructured data into decision-ready intelligence. He blends deep academic roots in NLP and cognitive science with hands-on engineering across assessment, healthcare, and education domains, evolving from statistical methods to fine-tuned transformers and LLM agents. Known for designing modular architectures that combine rules, discriminative models, and generative systems, he owns the full ML lifecycle from data collection to resilient deployment and evaluation. Lee thrives on high-stakes problems where models must augment expert judgment, and he brings product-minded technical strategy to balance short-term launches with long-term reliability. Based in Boulder, he pairs leadership experience at Pearson, ETS, and now Lattice with a pragmatic researcher’s focus on measurable outcomes.
13 years of coding experience
22 years of employment as a software developer
BS with honors, Computer Science, Electrical Engineering, BS with honors, Computer Science, Electrical Engineering at Colorado School of MinesDoctor of Philosophy (PhD), Computer Science and Cognitive Science; Computer Science, Doctor of Philosophy (PhD), Computer Science and Cognitive Science; Computer Science at University of Colorado Boulder
Indonesian
Github Skills (23)
uima10
machine-learning9
data-science7
pytorch7
tflearn7
tensorflow7
python7
deep-learning6
jax5
neovim4
neural-network4
vim4
swift4
macos3
objective-c3
Programming languages (3)
Github contributions (5)
leebecker/sparkle
Dec 2015 - Nov 2016
Contributions:20 PRs, 61 pushes, 21 branches in 10 months
ClearTK/cleartk
Oct 2012 - Nov 2015
Machine learning components for Apache UIMA
Contributions:185 commits, 5 PRs, 9 pushes in 3 years 2 months
machine-learninguima
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