Molei Qin
PhD Candidate
Singapore
Summary
🤩
Rockstar🎓
Top SchoolMolei Qin is a PhD candidate at Nanyang Technological University and a software engineer with four years of experience specializing in quantitative trading, reinforcement learning, and time series analysis. Based in Singapore, he contributes full-stack engineering skills to open-source projects like TradeMaster-NTU, where he implements and configures RL agents and data pipelines for algorithmic trading. His work blends research rigor with practical engineering—writing Jupyter-notebook-driven experiments, configuration tooling, and Python infrastructure to move models from prototype toward reproducible backtests. Molei’s profile reflects a researcher-practitioner who is comfortable across ML model development, data engineering, and production-oriented code.
4 years of coding experience
Nanyang Technological University Singapore
Github Skills (11)
jupyter-notebook10
python10
reinforcement-learning9
machine-learning9
pytorch9
fintech8
finance8
trading-systems8
trading8
configuration-management7
pandas7
Programming languages (3)
Github contributions (5)
TradeMaster-NTU/TradeMaster
Aug 2022 - Dec 2022
TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:5 reviews, 146 commits, 86 PRs in 4 months
Contributions summary:Molei's commits primarily involve updating and modifying Python code, specifically within the `agent/ClassicRL` directory. The updates include changes to an `ipynb` file, indicating work on a Jupyter Notebook. The user appears to be working on the configuration and setup of a machine learning environment, as evidenced by the creation of configuration files and data loading. These changes suggest the user is likely involved in the implementation or modification of reinforcement learning agents within the financial trading platform.
pytorchstock-marketreinforcement-learningmachine-learningtrading
qinmoelei/TradeMaster-1
Aug 2022 - Feb 2023
TradeMaster is a first-of-its kind open-source platform for quantitative trading empowered by reinforcement learning.
Contributions:111 pushes in 6 months
stock-tradingreinforcement-learningmachine-learningtradingquantitative-trading
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