Machine Learning Researcher
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Career

05/2019 - Present

Senior Research Scientist, Huawei Technologies U.K.

  • I am the techlead of multi-agent learning at the Decision Making and Reasoning Lab of Huawei Noah's Ark (a.k.a AI Lab). We work on various projects that require multi-agent techniques, including autonomous driving and network control. 

 

11/2015 - 04/2019

Senior Manager in Machine Learning, AIG

  • I led a thread of machine learning research force at the Science department of AIG, a tier-1 organisation reporting to CEO. I was one of the youngest senior manager at AIG when promoted. 

  • My mandate was to develop AI-powered modelling innovations for insurance-related problems including auto policy pricing, distributional modeling, client risk profiling, asset allocations. Our work consistently got exposed at NIPS and ICML workshops. 

10/2014 - 01/2015

Data Scientist, London Capital Group

  • This was a research project sponsored by LCG and the EPSRC funding from the UK government. Its aim was to analyse retail traders' trading behaviours on the spread betting/CFD markets, and detect highly-risky traders so as to manage the systematic risk.

  • My work improved the hedging performance for LCG by 16%, and the technical report was published on European Journal of Operations Research (JCR Q1).