Cynthia Liu
AI Engineer at Counsel Health
United States
Summary
👤
Senior🎓
Top SchoolCynthia Liu is an AI engineer with nine years of experience bridging research and product development, currently building applied AI at Counsel Health. Trained at MIT (BS/MS), she has shipped core ML infrastructure and frameworks at Cerebras, owned data pipelines for a 100B+ token bilingual LLM, and led production-focused research efforts at Genesis Therapeutics. Her work spans model editing libraries, sparsity and large-checkpoint support, and end-to-end pipelines that turn research benchmarks into deployable features. Known for turning cutting-edge interpretability and world-model research into practical systems, she combines deep academic roots with hands-on engineering across ML, web, and data tooling. Unobvious strength: she repeatedly moves projects from prototype to production—modularizing platforms and creating typed pipelines that materially speed deployment.
9 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS, Mathematics and Computer Science, Bachelor of Science - BS, Mathematics and Computer Science at Massachusetts Institute of Technology4.00 Unweighted, 4.83 Weighted, 4.00 Unweighted, 4.83 Weighted at Montgomery Blair High School
English, Chinese, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (28)
matplotlib9
qt9
gtk9
data-visualization8
python8
data-science7
visualization7
linux5
conda5
package-management4
planning4
ecosystem3
speech-to-text2
convolutional-neural-networks2
efficientnet2
Programming languages (2)
Github contributions (5)
cynliu98/Pixel_Array_Python
May 2017 - Jul 2018
Contributions:88 commits, 78 pushes, 1 branch in 1 year 3 months
next2e/2QuipE
Jun 2017 - Aug 2018
Simple online quiplash
Contributions:2 PRs, 20 pushes, 2 branches in 1 year 2 months
quiplash
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