Used Car Price Prediction
Predicting used-car prices with Ridge, CatBoost, and FT-Transformer across 243k listings — Part 1 of 2, with deployment (FastAPI, Docker, Kubernetes) in Part 2.
Reinforcement Learning
in Python
Explores how to optimize a mobile robot's path in a warehouse environment using reinforcement learning techniques.
Real Estate Analysis
in R
Analyzes national real estate data using R, exploring multiple variables, subgroups, and the relationships among them.
Michelin Stars in D.C.
on Tableau
An interactive Tableau dashboard showcasing Michelin Star-winning restaurants in Washington, D.C., featuring custom-designed glassmorphism techniques.
Excel Cleaning & Compare
Using Streamlit
An interactive Streamlit web application designed for cleaning, standardizing, and comparing Excel files with ease.
States & Crime
Clustering Project
Examines crime-rate patterns across all 50 U.S. states using both K-means and hierarchical clustering on the USArrests dataset.
Credit Analysis
Using PCA
Applies Principal Component Analysis to the CreditShort dataset, examining patterns across Income, Limit, Rating, Cards, Age, and Education.