Linhai Ma
Postdoctoral Associate
New Haven, Connecticut, United States
Summary
👤
Senior🎓
Top SchoolLinhai Ma is a Postdoctoral Associate and machine learning practitioner with 9 years of experience applying deep learning, data mining, and software engineering to medical imaging, natural language processing, and robust software testing. He combines academic rigor from a PhD in Computer Science with hands-on industry experience at Cadence, prototyping ML systems for IC simulation and automation. At Yale and prior research roles he built pretrained- and LLM-based information extraction pipelines for clinical text and developed CNN/GAN models for prostate micro‑ultrasound, bridging modality translation and diagnostic accuracy. Comfortable in C/C++, Python, and production tooling, he has a track record of translating research into deployable systems and improving adversarial robustness of neural nets. Based in New Haven, he brings an interdisciplinary mindset—equally adept at low-level systems work and high-level model design—which helps him cross the boundary between medical research and engineering practice.
9 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Institute of Software, Chinese Academy of SciencesBachelor of Science - BS, Information Security, Bachelor of Science - BS, Information Security at Northeastern University (CN)Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Miami
Github Skills (16)
ddp6
database6
ai5
rust5
image-restoration4
pytorch3
rust-lang3
tampermonkey3
yaml2
testing2
image-translation2
diffusion-models2
helm1
nvidia1
operator1
Programming languages (5)
Github contributions (5)
SarielMa/SarielMa.github.io
Feb 2023 - Mar 2023
Contributions:21 commits, 59 pushes, 2 branches in 1 month
SarielMa/Robust_DNN_for_ECG
Jan 2021 - Mar 2022
Contributions:8 commits, 11 pushes, 1 branch in 1 year 1 month
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