a journey from imagination to accomplishment, each step a testament to the power of creativity and perseverance
CycleBuddy </link>
Empowering Menstrual Health Through Web3
Language: Rust, Typescript, Javascript
Platform: Web3-powered application
Frameworks: React.js, Soroban (Stellar), Solidity (Bahamut), Node.js
Key Features:
- Privacy-First Blockchain Health Tracking: A secure health platform using blockchain for encrypted data storage and client-side encryption where only cryptographic hashes are stored on-chain to ensure complete user privacy.
- AI-Powered Health Insights with Stellar Turrets: Processing encrypted health data to provide personalized insights, utilizing Stellar's secure infrastructure to analyze sensitive information without compromising privacy.
Chesslink </link>
Interactive Smart Chessboard
Language: C++, Javascript, Python
Platform: Hybrid hardware-software
Frameworks: Arduino (ESP 32), Docusaurus (Web), React
Key Features:
- Real-Time Physical Chess Integration: Hall effect sensors and phototransistors detect piece movements. ESP32-C3 and ATtiny MCUs process inputs and synchronize play with digital platforms for analysis, training, and streaming.
- Interactive Training & Feedback System: RGB LEDs guide moves, audio feedback announces actions, and games are recorded automatically. Supports real-time validation, hints, and post-game analysis via chess engines.
KweCare </link>
Healing Without Borders
Language: Javascript, Typescript
Platform: Web application (PWA)
Frameworks: React, TensorFlow.js, Google Cloud TTS, Google Gemini AI
Key Features:
- Offline AI-Powered Diagnostics: Detects health risks like diabetes and hypertension using pre-loaded models. Provides symptom analysis, image recognition, and predictive alerts in Indigenous languages without requiring internet access.
- Culturally Safe Telemedicine System: To integrate satellite connectivity for low-bandwidth video calls, local data storage with sync-on-connectivity, multilingual voice interface, and traditional healing knowledge.
InsightEd </link>
AI-Powered Education for Smarter Teaching
Language: Typescript
Platform: Web application (React-based PWA)
Frameworks: React 18, Vite, TailwindCSS, Recharts, shadcn/ui
Key Features:
- Data-Driven Student Performance Analysis: Track class-wide performance in real time, analyze subject-wise metrics, visualize trends, and compare student progress with interactive dashboards designed for modern educators.
- Comprehensive Exam & Report Management: Easily enter and manage exam scores, generate customizable PDF reports, and streamline communication with parents using InsightEd’s intuitive interface and automated tools.
Q </link>
Student Advisor Queue Management System for Efficient Advising
Language: TypeScript
Platform: Web application
Frameworks: React, Vite, Tailwind CSS, shadcn/ui
Key Features:
- Smart Queue & Advisor Assignment: Automatically assigns students to available advisors based on workload, provides real-time wait time estimates, and sends room number notifications to streamline the advising process.
- Secure Student Registration & Admin Controls: Validates student info during queue sign-in, tracks position live, and allows admins to manage availability, remove students, and monitor queue statistics from a dedicated admin dashboard.
StudySphere </link>
Empowering Students to Discover the Perfect Study Spot
Language: Dart
Platform: Cross-platform mobile (iOS, Android)
Frameworks: Flutter, Firebase, Node.js, MongoDB
Key Features:
- Smart Study Space Discovery: Personalized recommendations based on preferences such as noise level, lighting, and proximity to food. Users can filter spots dynamically and view real-time capacity updates to avoid overcrowded areas.
- Interactive Map and Review System: Integrated Google Maps for easy navigation, combined with peer ratings and reviews. Includes detailed spot info (hours, amenities), and optional seat reservations in future versions.
QueueHub </link>
Real-Time Queue Management for University Help Sessions
Language: Javascript
Platform: Web application
Frameworks: React (Frontend), Node.js, Express (Backend)
Key Features:
- Smart Real-Time Queue System: Allows students to join or leave office hour queues live, track their position, view estimated wait times, and receive dynamic priority adjustments based on deadlines, past attempts, and wait duration.
- Secure User and Admin Access: Implements JWT-based authentication for students and admins. Admins can pause/resume queues, remove or prioritize students, and manage sessions with real-time updates and browser notifications.
EdeNexus </link>
Education Through Automated Reporting
Language: Python, Javascript
Platform: Electron.js, cross-platform application
Framework: Django, React.js, Node.js
Key Features:
- Automated Report Generation: Generate detailed student reports with performance analysis, personalized feedback, and downloadable PDFs to streamline grading and reporting for educators in underserved regions.
- Secure Student Management: Track academic progress visually, manage student records securely, and assign role-based access to ensure data privacy and ease of use across low-resource environments.