absenteeism-prediction

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

Animal articles search engine implemented with Elasticsearch and Django

animals10-dvc

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

audiobooks-repurchase-prediction

Predict the probability of repurchasing audiobooks of an online shop with Deep Learning.

course

The Hugging Face course

customer-analytics-stp

Customer Analytics with STP (Segmentation-Targeting-Positioning) Marketing strategy

exrep_app

ezfit_models

Repo for containing models training file for EzFit project

face-eyes-smile-detection

Face, Eyes, and Smile Detection with OpenCV

face-recognition-with-liveness-web-login

Face Recognition Web application Login with liveness detection for Anti-Spoofing

fashion-shop-images-classification

Multi-class and multi-label images classification for fashion shops

full-stack-on-prem-cv-mlops

"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.

indonesian-address-elements-extraction-nlp

Data Science competition from Shopee Code League 2021

jomariya23156

About Me

jomariya23156.github.io

My portfolio website

k8s-practice

Learning the course "Docker and Kubernetes: The Complete Guide" on Udemy

mofs_co2_prediction_tmlcc

All วัยรุ่นอเมริกา Team's works at Thailand Machine Learning for Chemistry Competition (TMLCC) | 6th place on Final Phase's Leaderboard

prefect-deployments

Deployment repos to use with Prefect in "full-stack-on-prem-cv-mlops" repo https://github.com/jomariya23156/full-stack-on-prem-cv-mlops

python-basics-for-data-science-project-ibm

A project from Python Basics for Data Science course from IBM on edX

realtime-webcam-bg-replace-add-filters

Real-time webcam background replacement on a web UI + Cartoonify + Image filters

sales-forecast-mlops-at-scale

Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more

superglue-for-visual-place-recognition

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.

tictactoe-unbeatable-ai

Tic-Tac-Toe game with unbeatable AI implemented, playing on the command line

two-player-tictactoe

Two player Tic-Tac-Toe game on command line