USED CAR PRICE PREDICTION · PART 1
Predicts used-car listing prices within ~$1,300 at the median, comparing Ridge, CatBoost, and FT-Transformer across 243k vehicles. Part 2 packages the winning model as a production-ready API.
Used Car Price
PREDICTION API · PART 2
Takes the CatBoost model from Part 1 and builds it into a production-ready API: FastAPI, Docker, Kubernetes, Prometheus monitoring, and automated CI/CD.
Demolition Neighbor
Notification
Turns a St. Louis demolition site list into door hanger lists, walking checklists, and an interactive parcel map, identifying every occupied structure within 500 feet of each site.
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.