Work Experience
Alpha Sherpa Capital Management Limited (ASC)
Data Scientist
Data Scientist
- Monitored ETL pipelines that process financial data from investment banks (Goldman Sachs, UBS etc).
- Developed scoring based-models using proprietary FactSet data.
- Automated data workflows (Bash, Python) for trading platforms.
- Implemented long-short systematic event-driven strategies focused on USA, European and Japan equity markets.
Center For Eye and Vision Research Limited (CEVR)
Machine Learning Engineer/ Postdoctoral Fellow
Machine Learning Engineer/ Postdoctoral Fellow
- Built AWS infrastructure (S3, EC2) for iMoleQ, a cloud-based ML app.
- Implemented CI/CD pipelines (Docker, GitHub Actions) for automated model deployment.
- Predicted modeling for time-series data for Parkinson's detection (Python, TensorFlow).
- Built and tested supervised learning algorithms for metabolite features extracted from bio sample (blood, tear) for glaucoma disease.
- Fine-tuned BioGPT, a generative AI model, using mass spectrometry data from glaucoma patients to identify unique metabolic and protein markers in blood samples associated with disease progression.
PangLong University
Lecturer
Lecturer
- Taught Mathematical Physics and computational Physics to 100+ students, enhancing curriculum with real-world applications.