Summary
Cynthia 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 Technology
4.00 Unweighted, 4.83 Weighted, 4.00 Unweighted, 4.83 Weighted at Montgomery Blair High School
English, Chinese, Spanish