Projects

March Madness Prediction image

March Madness Prediction

Exploratory Data Analysis Feature Engineering Dimensionality Reduction (PCA) Classification Modeling Model Evaluation & Selection Data Visualization

A data science capstone project from my final semester at Purdue University. We built and compared multiple classification models (Logistic Regression, SVM, KNN, Random Forest) to predict Purdue's performance in the 2024 NCAA Tournament, evaluating them against both business objectives and traditional data science metrics.

AI Running Agent image

AI Running Agent

Next.js (React) Vercel Serverless PostgreSQL (Supabase) NextAuth.js Tailwind CSS LLM Orchestration Cron Jobs

A serverless AI-powered running coach that generates a personalized two‑month rolling training plan, adapts weekly based on performance and feedback, and answers training questions in real-time. Built on modern web + AI patterns with cost-aware rate management.
CloudScale Finance ETL (In Progress) image

CloudScale Finance ETL (In Progress)

ETL Development AWS Lambda & S3 Google BigQuery Apache Airflow Docker & CI/CD Terraform IaC Monitoring & Alerting

A cloud-native ETL pipeline for ingesting, transforming, and analyzing financial market data using AWS, GCP, Docker, and Apache Airflow. This project is currently under active development and serves as a hands-on demonstration of modern data engineering and DevOps practices.