Bo-wei Tseng
Senior Machine Learning Engineer at 聯發科
Hsinchu, Taiwan Province
Summary
👤
Senior🎓
Top SchoolBo-wei Tseng is a Senior Machine Learning Engineer with eight years of experience building production-grade AI systems and leading cross-functional teams at MediaTek. He combines deep research expertise in privacy-preserving ML—authoring a published master’s thesis on Compressive Privacy GANs—with hands-on engineering delivering Mediatek’s in-house foundation model and lightweight ML integrations for modem chips. His work has measurably improved engineer productivity, power consumption, spectral efficiency, and verification throughput across real-world field trials and RTL workflows. Comfortable spanning research, deployment, and chip-aware optimization, he has shipped model compression, quantization and TFLM/Torch-runtime solutions for constrained devices. He also contributes technical peer review to IEEE journals, signaling continued engagement with the research community while driving applied GenAI and AI-aided design initiatives. Unexpectedly for an industry engineer, he was the sole non-PhD contributor in early international research collaborations, demonstrating strong communication and rapid technical growth.
8 years of coding experience
1 year of employment as a software developer
學士, ENGINEERING, 學士, ENGINEERING at 大葉大學碩士, 電信工程學系, 碩士, 電信工程學系 at 國立臺灣大學
English, Chinese
Stackoverflow
1reputation
0reached
0answers
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Github Skills (16)
regularization9
convolutional-neural-networks9
pruning9
darknet7
jupyter-notebook7
quantization6
compression6
pytorch6
deep-learning6
intel6
tensorflow6
python5
onnx5
neural-network5
machine-learning5
Programming languages (2)
Github contributions (5)
bwtseng/DLCV2018SPRING
Mar 2018 - Feb 2023
Contributions:22 pushes, 1 branch in 4 years 11 months
bwtseng/Compressive-Privacy-Generative-Adversarial-Network
Oct 2018 - Apr 2020
Contributions:126 commits, 13 pushes, 2 branches in 1 year 6 months
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