Yusen Lin
Summary
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SeniorYusen Lin is a Graduate Research Assistant at UMIACS and a second-year ECE master's student at the University of Maryland with eight years of engineering experience spanning NLP, cybersecurity, and web systems. He combines hands-on NLP model development—proposing a Pointwise-Product ReZero Transformer and comparing MLP, LSTM, BiLSTM, and Transformer variants—with practical product work from building medical knowledge bases and production TensorFlow frameworks. His background includes building scalable data pipelines, GPU-parallelized training, and web security tooling that once drove dramatic SEO gains, reflecting a rare mix of research depth and operational impact. Based in College Park, MD, he focuses on extracting structured insights from real-world text (e.g., competitor relationships) and has a track record of improving model performance via clustering and architecture tweaks.
9 years of coding experience
Github Skills (10)
prediction5
bonds4
machine-learning3
trace3
mnist2
jupyter-notebook1
copilot1
chatgpt1
ai1
browser-extension1
Programming languages (2)
Github contributions (5)
SamuelLAN/DLM
Mar 2020 - Jun 2020
Contributions:179 pushes, 1 branch in 3 months
SamuelLAN/flowers
Jan 2018 - Jan 2018
Contributions:229 pushes, 1 branch in 7 days
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