Ariya Sontrapornpol's Projects
Absenteeism is the behavior that ones are absent during working time. We use Logistic Regression here to predict whether ones have excessive absenteeism or not, and use Tableau to visualize the result.
Animal articles search engine implemented with Elasticsearch and Django
An example DVC repo to use along with MLOps ecosystem in "full-stack-on-prem-cv-mlops" https://github.com/jomariya23156/full-stack-on-prem-cv-mlops
Predict the probability of repurchasing audiobooks of an online shop with Deep Learning.
Customer Analytics with STP (Segmentation-Targeting-Positioning) Marketing strategy
Repo for containing models training file for EzFit project
Face, Eyes, and Smile Detection with OpenCV
Face Recognition Web application Login with liveness detection for Anti-Spoofing
Multi-class and multi-label images classification for fashion shops
"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.
Data Science competition from Shopee Code League 2021
About Me
My portfolio website
Learning the course "Docker and Kubernetes: The Complete Guide" on Udemy
All วัยรุ่นอเมริกา Team's works at Thailand Machine Learning for Chemistry Competition (TMLCC) | 6th place on Final Phase's Leaderboard
A deployment repo to use with Prefect in "full-stack-on-prem-cv-mlops" repo https://github.com/jomariya23156/full-stack-on-prem-cv-mlops
A project from Python Basics for Data Science course from IBM on edX
Real-time webcam background replacement on a web UI + Cartoonify + Image filters
Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more
Using SuperGlue (from Magic Leap team) in Visual Place Recognition tasks. Providing full workflow from videos/images to end-to-end API and step-by-step how to use all codes.
Tic-Tac-Toe game with unbeatable AI implemented, playing on the command line
Two player Tic-Tac-Toe game on command line