projects

An attendance-taking platform using facial recognition. Engineered student enrollment and attendance photo uploads via AWS S3 pre-signed URLs for direct client-to-S3 transfers. Built FastAPI endpoints for class management and attendance reporting, with role-based access control, authentication persistence, and CI-backed backend testing via Pytest and GitHub Actions.

fastapi, react native, supabase, aws s3, pytest, github actions

An AI music analysis app that classifies mood and genre from audio. Built and trained classification models achieving ~79% early-stage accuracy, with ML inference endpoints and JWT-based authentication via FastAPI. Containerized the React frontend, FastAPI backend, and PostgreSQL with Docker and Kubernetes, and implemented a CI pipeline for multi-container deployment readiness.

python, fastapi, react, postgresql, scikit-learn, docker, kubernetes, jwt, github actions

A full-stack restaurant discovery platform integrating the Google Places API for cuisine-based search and location-aware recommendations. Designed a Go backend combining rating and distance data for ranked results, with Redis caching to cut repeated API calls. Containerized the React frontend, Go API, PostgreSQL, and Redis with Docker and deployed the stack on AWS EC2.

go, react, redis, postgresql, aws ec2, docker, google places api

An AI-powered social memory platform built during the 36-hour AI ATL Hackathon. Engineered a multimodal, agentic captioning pipeline using GPT-4 Vision with metadata fusion, embeddings, and RAG-style retrieval. Designed FastAPI REST endpoints with batch processing via Supabase RPC, and shipped production-ready mobile screens with real-time data fetching using Expo Router.

python, fastapi, react native, expo, typescript, openai gpt-4 vision, supabase

A machine learning web app that predicts the likelihood of heart disease based on clinical and lifestyle features. Includes data preprocessing with SMOTE and KNN imputation, and outputs a risk score with health recommendations.

python, scikit-learn, flask, bootstrap, pandas, xgboost, smote

A web-based app that predicts housing prices using regression models trained on real estate data. Includes interactive frontend filters for location, bedrooms, and square footage.

react, python, flask, scikit-learn, bootstrap, pandas, numpy

A cross-platform mobile fashion app that allows users to post, browse, and interact with outfit inspirations. Features include tab navigation, authentication, animated profile panels, and real-time state updates.

python, django, react native, expo router, javascript, typescript, tailwindcss

A JavaFX-based desktop application designed to manage employee data, payroll, job titles, and divisions. Built with modular DAO patterns and JavaFX components.

java, javafx, mysql, jdbc, scene builder, mvc