Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

Sentiment Analysis of Twitter Data Using Logistic Regression

The Supervised Land Cover Classification (SLaCC) tool is a Google Earth Engine script created by the Summer 2019 Southern Maine Health and Air Quality Team. It uses NASA Earth observations, the National Land Cover Database, land cover classification training data, and a shapefile of Cumberland County, Maine, USA. The goal of the project was to e…

Teacher's Punishment Assistant powered by Supervised Machine Learning. The tool helps teachers to check for a student when he/she is punished.

Data visualization of the NYC restaurant data, and data analysis to gauge if a restaurant located in a high-income area receives a higher health inspection grade. Uses Python (Pandas, Scikit-learn, Imbalanced-learn), PostgreSQL, SQLAlchemy, Tableau, JavaScript (Plotly.js library), HTML, CSS, and Bootstrap.

University project in a collaboration with 7 students mainly focused on Software engineering skils.

A mobile client that is extended with an algorithm that is capable of classifying drug-abusers based on their drug substance facial symptoms using image processing and segmentation techniques, and machine learning

Diabetes progression prediction using Multiple Linear Regression in NumPy 🧮 · Trains from scratch with batch gradient descent on 10 clinical features to forecast 1‑year disease progression 📊 · Includes exportable weights + stats for a live Vercel web app with real‑time client‑side predictions and interactive visualizations 🌐