Hello world!
I'm YUEN HERN
DATA SCIENTIST
I am into data science, AI and technologies that made AI possible at scale.
RESUMEWHAT I DO
Data Science & Analytics
Python, R, Microsoft Excel, Tableau, Power BI, SQL.
Machine Learning
Scikit-learn, Statsmodels.
Software Development
Angular, FastAPI, Docker, Kubernetes, Dash and Streamlit web apps.
DevOps
CI/CD with Git, Azure Pipelines and GitHub Actions.
Agile Project Management
Comfortable working in an Agile environment and occasional Scrum Master.
Research Publication
Publishing research work as articles in journals.
Open Source Contribution
Giving back to the dev community at GitHub and StackOverflow.
ABOUT ME
FULL STACK SOFTWARE ENGINEER & DATA SCIENTIST
Currently a full stack software engineer at Ørsted, where I actively research and develop numerical models for design of high voltage cables at offshore wind farms, then deploy them as applications and software products.
Completed Master of Data Science at University of Malaya to gain deeper understanding on Data Science methods.
Occasionally, I consult and train teams to apply data science, contribute to open-source projects on GitHub and answer questions on StackOverflow.
I am also the first author of a recently published research article titled “Intelligent optimization of a hybrid renewable energy system using an improved flower pollination algorithm” in the International Journal of Environmental Science and Technology.
PORTFOLIO
Customer Churn Hyperautomation
Link: GitHub
RPA workflow for customer churn prediction using machine learning models.
Parallel and distributed computing with YOLO
(Master's Coursework)
Link: GitHub
Demonstration of parallel and distributed computing with YOLO object detection.
Research article published
Link: Research Article
Title: Intelligent optimization of hybrid renewable energy system using an improved flower pollination algorithm
Open-source Contributor
Link: GitHub
Contributed to the documentation of the fastapi_msal open-source Python package.
Traffic Monitoring Dashboard
Developed and deployed a Python-based traffic analytics dashboard for a client.
Implemented chained callback logic, Docker deployment to Heroku, investigated bugs and wrote docstrings and documentations.
Contributing Back to the Community
Helping out strangers on GitHub issues i.e. ipywidgets, facebookresearch and dash-core-components as well as on StackOverflow questions.