Yu-hsiang Lin
Software Engineer at Meta
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolYu-hsiang Lin is a software engineer with 11 years of experience building production-grade ML systems, currently at Meta after five years as an Applied Scientist at Amazon. He specializes in large language models and NLP—leading work on instruction-following LLMs, RLHF (PPO, RM, DPO), RAG, self-instruct/self-revise data generation, and human preference evaluation for Alexa. Earlier roles in Amazon Search and A9 involved neural generative models, graph neural networks for low-resource product search, two-phase ranking, and production data pipelines powering A/B metrics and index publishing. He combines deep research training (PhD in Physics) with practical CS mastery from Carnegie Mellon, enabling both novel modeling and scalable deployment. Known for pragmatic prompt engineering and curriculum learning approaches, he often bridges research prototypes and production constraints. Based in Cambridge, MA, he keeps an active project portfolio and website that surfaces his latest experiments and publications.
11 years of coding experience
6 years of employment as a software developer
Ph.D. Physics, Ph.D. Physics at National Taiwan UniversityMaster Computer Science, Master Computer Science at Carnegie Mellon University
English, Chinese, German
Github Skills (66)
python10
font-size10
deep-learning10
flexbox10
jax10
tooltips10
lightning10
artificial-intelligence10
data-science10
edgar10
tensorflow10
dropdown10
pytorch10
popup10
lifecycle10
Programming languages (2)
Github contributions (5)
sposusu/tensor_ISCR
Jan 2016 - Jun 2017
Contributions:142 commits in 1 year 5 months
tzuhsial/InstagramCrawler
Apr 2017 - May 2019
Contributions:35 commits, 3 PRs, 51 pushes in 2 years
apipythoncrawlpython3posts
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