Hey, I'm Hetang.
I'm a Software Engineer
Final-year Computer Engineering student at the University of Alberta, building across full-stack, machine learning, and cloud infrastructure.
About.
Hey! I'm Hetang, if you haven't already gathered that by now. I'm a fourth year Computer Engineering student at the University of Alberta, with experience spanning full-stack development, machine learning, and cloud infrastructure.
I've accumulated a deep set of engineering experience through my internships as a Software Engineer at Canadian Natural Resources Limited and Suncor Energy, where I shipped production systems used by hundreds of engineers and automated workflows saving six figures annually.
I'm currently a Machine Learning Engineer with Alberta BIONIX, where I build models for real-time prosthetic knee control from EMG sensor data.
Outside of work, I love to draw, hike, play golf, cook, build woodworking projects, and travel.
I'm looking for new opportunities where I can merge my love for code with my creativity. If you think you've got an opening that I might like, let's connect 🔗
Languages
ML & AI
Frameworks & Tools
Cloud & DevOps
Databases
Projects.
Experience.
Processed and analyzed a 26GB EMG gait dataset using Python (Pandas, NumPy, Scikit-learn), building feature engineering pipelines to extract biomechanical signals used for prosthetic knee control.
Developed and evaluated machine learning models (Random Forest, SVM) to classify prosthetic trial participant viability from EMG activation patterns.
Designed and trained CNN models for real-time knee flexion prediction, achieving 87% accuracy across locomotion modes (sitting, standing, walking, running).
Improved productivity by 30% for 500+ engineers by owning the design and delivery of a PWA built with C#, .NET, Blazor, REST APIs, and Azure CI/CD.
Reduced defects by 33% and saved $40K annually by redesigning Oracle SQL schemas, optimizing queries, and enforcing data integrity constraints.
Reduced test latency from 10 days to 4 minutes, saving $60K by building 300+ automated unit tests and validation pipelines in C# and VB.
Developed budgeting procedures and UI enhancements from scratch in VB.NET and Oracle PL/SQL, enabling senior management to make informed business decisions and improving profit estimation accuracy while enhancing user experience.
Debugged and developed fixes using a CI/CD pipeline to resolve critical production issues, which improved overall application stability and reduced downtime.
Developed 3 automation tools which saved 30 hours of work for tasks maintain, update, create and manipulate data within SAP.
Streamlined many mundane business tasks for planners and schedulers by analyzing, designing and developing automation tools.
Created analytical, informative, and visually appealing data visualizations using tools like Python and Power BI to help make my team make data-driven decisions.
Designed new automation tools based on business requirements, to streamline the business processes and functions using Python.
Cleaned and processed large datasets to ensure data quality and accuracy, improving the reliability of subsequent analyses.
Trained four lifeguards and swimming instructors on effective scanning and teaching techniques
Utilized lifesaving techniques to ensure the safety of patrons during a swim test, lessons, on deck and when assisting co-workers
Ensured patrons aged from 12-months to 75 years old received an amazing learning experience in lessons
Performed regular headcounts, three water tests per day, change room checks, and safety checks of equipment