Jiazhi Guo
COSQA Project Member at Academia Sinica
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolJiazhi Guo is a master's student in computer science at NTUST and a COSQA project member at Academia Sinica, with about a decade of hands-on experience building deep learning, NLP, and ASR systems from research prototypes to deployed services. He has published at INTERSPEECH, APSIPA and ROCLING for work that ranges from exploiting acoustic features in spoken QA to reinforcement learning–enhanced extractive summarization, and has won two Kaggle silver medals in NLP competitions. His technical portfolio includes end-to-end and HMM-based ASR (ESPnet, Kaldi), varied summarization and QA systems (Keras, TensorFlow, PyTorch, BERT/RoBERTa ensembles), and practical deployment automation for the Formosa Grand Challenge. Notably, he led large-scale generalization experiments across pretrained models and built hybrid BERT-and-rule modules capable of arithmetic and date/duration inference, blending research rigor with production-minded engineering.
10 years of coding experience
Master, Information Technology, Overall GPA: 4.15, Master, Information Technology, Overall GPA: 4.15 at National Taiwan University of Science and Technology
Chinese, English, Japanese, German
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (39)
transformers10
pytorch10
javascript10
language-model10
python10
css10
machine-learning10
seq2seq10
ruby10
deep-learning10
tensorflow10
speech10
bert10
natural-language-processing10
html10
Programming languages (3)
Github contributions (5)
jerrykuo7727/sample_app
Aug 2016 - Sep 2016
Contributions:231 commits, 16 pushes, 1 branch in 18 days
jerrykuo7727/ASR-common-voice-zh-tw
Aug 2019 - Sep 2019
HMM-based ASR systems trained on CommonVoice(zh-TW) using Kaldi.
Contributions:51 commits, 1 push, 1 branch in 23 days
asrkaldispeech-recognition
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