Chia-ching Lin
Senior Data Scientist
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolChia-ching Lin is a Senior Data Scientist with 11 years of experience bridging academic research and industry-grade AI, currently developing trustworthy edge-AI solutions and NPU-targeted models at Inventec. He holds a PhD-level background from NTU and a track record of publications in few-shot learning, network compression, and generative models from roles at Academia Sinica. Earlier experience in protocol and physical-layer software at MediaTek gives him uncommon depth across both embedded systems and lightweight deep learning model design. He combines hands-on model optimization for constrained hardware with research rigor, often translating novel academic ideas into practical, production-ready implementations. Based in New Taipei, Taiwan, he is particularly focused on trustworthy AI and efficient architectures for proprietary NPU IP.
11 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, cumulative GPA 4.0/4.3, Doctor of Philosophy - PhD, Computer Science, cumulative GPA 4.0/4.3 at National Taiwan University
chinees (traditioneel), English
Github Skills (16)
clustering8
similarity7
nearest-neighbors7
machine-learning5
cosine-similarity5
spring3
similarity-search3
nearest-neighbor-search3
data-science2
tensorflow2
deep-learning2
python2
keras2
incremental-learning1
pytorch1
Programming languages (3)
Github contributions (5)
ckghosted/disentangle-based-hallucination
Jul 2020 - Jun 2021
Contributions:60 commits, 59 pushes, 1 branch in 11 months
ckghosted/ckghosted.github.io
Jun 2015 - Feb 2018
Contributions:2 pushes, 1 branch in 2 years 8 months
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