Joash Lee
Data Scientist
Singapore
Summary
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Top SchoolJoash Lee is a PhD-trained data scientist based in Singapore with eight years of experience applying advanced machine learning and research-grade modelling to industry problems. He transitioned from academic research and teaching at Nanyang Technological University to product-focused data science at DBS Bank, bringing deep expertise in computer networks and communications alongside practical deployment experience. His background in engineering roles across aerospace and defense gives him a systems-minded approach to robust model design and feature engineering. Comfortable moving between research, instruction, and production, he blends rigorous experimentation with stakeholder-driven impact. A detail not immediately obvious: his trajectory reflects repeated cross-disciplinary pivots—from policing administration to aerospace engineering to PhD research—demonstrating adaptability and a talent for translating complex technical ideas into operational solutions.
7 years of coding experience
6 years of employment as a software developer
Master of Engineering (MEng), Master of Engineering (MEng) at Imperial College LondonDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Nanyang Technological UniversityInternational Baccalaureate Diploma Programme (IBDP), International Baccalaureate Diploma Programme (IBDP) at Anglo-Chinese School (Independent)
French, Chinese, English
Github Skills (19)
hierarchical10
gymnasium10
rainbow10
q-learning10
reinforcement-learning9
geometric-deep-learning9
pytorch9
graph9
deep-learning9
graph-neural-network9
graph-convolutional-networks9
dqn8
machine-learning8
replay8
deep-reinforcement-learning7
Programming languages (4)
Github contributions (5)
joleeson/JRC-AoI-multi
Oct 2021 - Aug 2022
Contributions:1 release, 8 commits, 2 pushes in 9 months
joleeson/JRC-AoI
May 2021 - Aug 2022
Contributions:1 release, 9 commits, 4 pushes in 1 year 2 months
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