CV
Education
Master of Computing, National University of Singapore
2021 – Expected Jun 2023
Bachelor of Computer Science (Information Systems), University of Malaya
2016 – 2020
First-Class Honours (with Distinction) — 3.87/4.0 GPA
Experience
Data Science Intern, The Center of Applied Data Science, Bangsar South KL
Aug 2018 – Mar 2019
Teaching Assistant, Data Structure Lab, University of Malaya KL
Feb 2018 – Jun 2018, Feb 2019 – Jun 2019
Skills
- Programming — Python, Java
- Machine learning — Scikit-learn, PyTorch, NumPy
- Data processing — Spark
- Database — SQL
- Web development — Flask, PHP, Ruby on Rails
- Visualisation — Tableau, Power BI
- Version control — Git
- Cloud platform — AWS, Digital Ocean
- Unix scripting — Bash
- Statistical analysis — SPSS, SAS Enterprise Miner
- Other — Data Engineering, Hyperparameter Optimization, Model Validation
Awards
- University Book Prize, University of Malaya — 2020
- Awarded in recognition of high academic performance.
- Global Datathon First Prize, International Data Science Hackathon — 2018
- Participated in team of six to build predictive maintenance model detects abnormal behaviours of forklifts sensor data to minimise maintenance costs.
- Documented visualisations, pipeline, results and published as online article.
- Academia Datathon First Prize, International University Data Science Challenge — 2018
- Collaborated with five senior faculty members to build forecasting model to predict price of 20 cryptocurrencies from historical data.
Trainings & Certifications
- SAS Undergraduate Joint Certificate Program Curriculum in Data Science — Mar 2020
- Oracle Database Design and Programming with SQL — Jan 2020
- Google Developer Essentials — Sep 2019
- SAP Analytics Cloud — Apr 2018
- Applied Analytics Using SAS Enterprise Miner — Jan 2018
MOOCs
Courses
- CS5446 AI Planning and Decision Making
- CS5344 Big-Data Analytics Technology
- CS5228 Knowledge Discovery and Data Mining
- CS5242 Neural Networks and Deep Learning
- CS5339 Theory and Algorithms for Machine Learning
- CS5340 Uncertainty Modelling in AI