sivakornchong Goto Github PK

I'm a data scientist with experience as a machine learning operations specialist from TikTok. Previously a chemical engineer in oil and gas industry, I am passionate about finding ways to use technology in a way that benefits non-tech companies.

• 🌱 I’m currently building up my skills in data science at UBC (Canada): Master of Data Science
• 📫 How to reach me: LinkedIn
• 👯 I’m looking to collaborate on cool projects related to machine learning! I am currently looking into cloud deployments and aspiring to master GCP!

Check out this repository for my personal portfolio:

• Singapore Housing price prediction model

  Github repo / Huggingface deployment

  • An XGBoost model was developed with a high test accuracy of 95.8% to predict housing price in Singapore.
  • Model auto-iteration pipeline is hosted on GCP VM to develop new model weekly based on latest dataset.

• Prototype Face Detection and Age Classification

  Github repo

  • Finetuned large computer vision models (YOLOV8 and RESNET) for human face detection and classification with intent to define user’s age group for targeted health recommendation.
  • Developed a prototype script to deploy models on local computer cameras.