Our Projects

From student-led innovations to hackathon winners and open-source contributions — explore the technical work our members are building.

Featured Projects

Our flagship projects with the greatest community impact.

AI / Mobile

CampusConnect

An ML-powered campus safety application that provides optimized walking routes based on real-time lighting, foot traffic, and emergency station data.

The Problem

Students walking across campus at night had no way to assess the safest route, especially through poorly lit areas.

The Solution

Developed a mobile app using TensorFlow Lite that analyzes campus data to recommend the safest walking routes in real-time, with one-tap emergency alerts.

PythonTensorFlowFlutterFirebaseGoogle Maps API

GitHub Live Demo

Student-Led Projects

Technical projects conceived, designed, and built by our members.

Hackathon Winner

EcoTrack

Carbon footprint tracker with personalized sustainability tips. Won 1st place at GreenHack 2025.

Next.jsD3.jsFirebase

GitHub

AI Tool

StudyBuddy Bot

Discord bot that creates flashcards, schedules study sessions, and sends reminders using AI.

PythonDiscord.pyOpenAI API

GitHub

Health Tech

MedScan

Medical document scanner that extracts and organizes prescription information using OCR and NLP.

React NativeTesseract.jsGPT-4

GitHub

Dev Tool

CodeReview Pro

Automated code review tool that provides feedback on style, security vulnerabilities, and best practices.

TypeScriptAST ParserGitHub API

GitHub

Accessibility

AccessiWeb

Browser extension that automatically improves website accessibility for visually impaired users.

JavaScriptChrome APIARIA

GitHub

Web App

EventPulse

Real-time campus event management system with ticketing, analytics, and QR check-in.

Vue.jsSupabaseStripe

GitHub

Hackathon & Competition Projects

Award-winning projects from hackathons and coding competitions.

Climate Hack 20251st Place

GreenGrid

Smart energy grid optimizer for university buildings that reduced simulated energy waste by 30%.

PythonIoTMachine Learning

GitHub

Accessibility Hackathon 20242nd Place

BlindAssist

Wearable device companion app providing audio descriptions of surroundings for visually impaired users.

SwiftCore MLARKit

GitHub

MLH HackFest 2024Best Social Impact

FoodRescue

Platform connecting restaurants with surplus food to local shelters, reducing food waste.

ReactNode.jsTwilio API

GitHub

Open-Source Contributions

Our members actively contribute to global open-source projects.

React

Contributed performance improvements to React's reconciliation algorithm

3 contributors5 PRs merged

VS Code

Built accessibility extension for improved screen reader support

2 contributors3 PRs merged

TensorFlow

Added documentation and examples for new TF Lite features

4 contributors8 PRs merged

Next.js

Fixed routing bugs and improved error handling in app router

2 contributors4 PRs merged

Innovation & Research

Student-led research published in peer-reviewed conferences and journals.

Federated Learning for Student Data Privacy

IEEE Student Conference 2025

Novel approach to training ML models on student data while preserving privacy through federated learning techniques.

Accessibility Patterns in Modern Web Frameworks

ACM SIGCHI 2024

Comprehensive study analyzing accessibility compliance across React, Vue, and Angular applications.

Low-Latency Edge Computing for Campus IoT

IEEE IoT Journal 2025

Architecture for processing IoT sensor data at the edge for real-time campus management applications.

Have a Project Idea?

Join TechConnect and bring your ideas to life with a team of passionate builders.

Join Us