Hello world!

I'm YUEN HERN

DATA SCIENTIST, AI / ML ENGINEER, DATA ANALYST, SCRUM MASTER, PROJECT MANAGER

I am into data science, AI and technologies that made AI possible at scale.

RESUME

WHAT 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.

Python Software Development90%
Data Analysis and Preprocessing85%
DevOps and CI/CD85%
Kubernetes70%
Machine Learning Knowledge and Frameworks70%
Angular Frontend Development60%
Agile Scrum80%
Project Management85%
Translating business requirements into data science questions85%

PORTFOLIO

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KL House Price Forecasting Web App

(Master's Final Year Project)
Links: GitHub | Web App

A web app to forecast the price per square feet of residential houses in Kuala Lumpur.

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Customer Churn Hyperautomation

Link: GitHub

RPA workflow for customer churn prediction using machine learning models.

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Data Science & STEM Salary Analysis from Levelsfyi

(Master's Coursework)
Links: GitHub | Data

Analyzed data science and STEM salaries obtained from Levelsfyi.

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Parallel and distributed computing with YOLO

(Master's Coursework)
Link: GitHub

Demonstration of parallel and distributed computing with YOLO object detection.

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Research article published

Link: Research Article

Title: Intelligent optimization of hybrid renewable energy system using an improved flower pollination algorithm

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Open-source Contributor

Link: GitHub

Contributed to the documentation of the fastapi_msal open-source Python package.

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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.

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Football Analytics: The Lookout for EPL Wonderkids

Links: Medium | Tableau | GitHub

Analyzed English Premier League players' data to help scouts find high potential football talent.

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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.

CONTACT ME