Taolin Zhang
Hangzhou City, Zhejiang, China
Summary
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RockstarTao Zhang is an embedded systems expert and engineering leader with 8+ years driving hardware-software integration for automotive, traffic, and biometric applications. He has led R&D teams at Alibaba Amap to build IVI protocol stacks, HD-MAP surveying systems, and cloud DevOps for mass production, and founded a consultancy that delivered FPGA, ISP and AI solutions for startups. His deep technical range spans ARM, DSP, GPU and FPGA platforms, video codecs and ports, and deployment of computer vision and ML pipelines for tasks from ANPR and SLAM to fingerprint and facial ID. Tao pairs theoretical strength in math and vision algorithms with hands-on algorithm porting across heterogeneous hardware, and has contributed ML engineering fixes to high-profile open-source NLP tooling like Alibaba’s EasyNLP. Based in Beijing, he combines product-level system architecture with practical manufacturing and supply-chain know-how that helped turn prototypes into shipped devices.
8 years of coding experience
Github Skills (9)
pytorch10
distill10
nlp10
python10
pre-trained-model10
bert10
text-classification9
machine-learning9
transformers9
Programming languages (2)
Github contributions (5)
alibaba/EasyNLP
Jun 2022 - Dec 2022
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Role in this project:
ML Engineer
ML EngineerContributions:6 commits, 7 PRs, 6 branches in 5 months
Contributions summary:Taolin contributed to the EasyNLP toolkit, primarily focusing on updates and fixes related to knowledge distillation (KD) and models like megatronBERT within the context of sequence classification and language modeling tasks. The commits include modifications to training scripts, evaluation routines, and dataset implementations, with specific attention to DKPLM model and fixing unit tests. Their work involved adjustments to existing code and configuration related to the knowledge distillation process.
knowledge-distillationbertfewshot-learningimage-classificationnatural-language-processing
ztl-35/Chinese-NER-DEMO
Jun 2019 - Nov 2021
用BI-LSTM+CRF尝试中文命名实体识别
Contributions:4 PRs, 12 pushes, 2 branches in 2 years 5 months
nlplstmbi-lstmlstm-crfcrf
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