cv
Basics
| Name | Jieqiang Wei |
| Label | AI Engineer |
| jieqiang.wei@gmail.com | |
| Url | https://jq-wei.github.io/ |
Work
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2024 - 2025 Principle Machine Learning Engineer, GenAI
Huawei HongKong Research center, Software Engineering Lab
Optimization on Xiaoyi.
- RAG system optimization using KV cache reuse mechanism
- Hardware-based inference acceleration for decoding attention kernel based on Ascend NPU architecture
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2019 - 2024 Senior Data Scientist, RL and NLP
Ericsson, GAIA
LLM development and RL for Telecomm
- Trained BERT-based models for the telecomm domain knowledge
- Fine-tuned LLM (deepseek v1) for telecomm programming languages
- High-performance RL models and robotic platform for cavity filter autotuning
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2016 - 2019 Researcher
KTH, School of Electrical Engineering and Computer Science
Deep learning based control for robotic systems
Education
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2011 - 2016 Netherlands
PhD
University of Groningen, Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence
Applied Mathematics