51cg

Biography

I have been a Lecturer in Machine Learning at the Department of Computing Science at the 51cg since June 2020. 

My research interests include Machine Learning, Data Science, Data Engineering, Computational Statistics, Computational Sustainability, Machine Learning for Medical Science, etc. If you want to explore more about my research, please check My Publications.

Research Overview

My research interests are mainly (application-driven) machine learning and computational statistics. My research mission is to understand patterns and phenomena observed in real-world data by devising probabilistic and statistical machine learning methodologies.

Current Research

1. Healthcare data
2. Energy Efficiency
3. Spectroscopy data
4. Data Engineering
5. Foundation Models
6. Self-Supervised Learning
7. Causal Inference
8. Markov chain Monte Carlo

Teaching Responsibilities

I am teaching the following courses

2025-2026:

• CS5062 Machine Learning
• CS5079 Applied AI
• CS4042 Data Engineering
• CS4049 Introduction to Machine Learning and Data Mining
• CS3524 Distributed Systems and Security
• CS551R & CS5942 MSc IT project

2024-2025:

• CS5062 Machine Learning
• CS5079 Applied AI
• CS4048 Robotics
• CS3524 Distributed Systems and Security
• CS551Q Enterprise Software Development
• CS551R & CS5942 MSc IT project