Project Showcase
20 projects submitted. Real work from real builders.
20 projects
EchoSearch
Team Signal · Your College
Semantic search engine for internal documentation that understands natural language queries and surfaces the most relevant content across Notion, Confluence, and GitHub.
CropSense AI
Team Verdant · IIT Bombay
A mobile-first platform that detects crop diseases from smartphone photos using a fine-tuned vision model, giving farmers actionable treatment advice in under 3 seconds.
MindBridge
Team Solace · UCL
A mental health support chatbot using CBT-informed conversation flows, mood tracking, and crisis detection to provide accessible first-line support between therapy sessions.
CodeReview AI
Team Lens · IISc
GitHub PR reviewer that automatically identifies bugs, security vulnerabilities, and style issues using a fine-tuned code model.
PriceRadar
Team Hawk · Tsinghua
Real-time price comparison engine for grocery shopping that aggregates prices from major supermarkets and suggests the optimal shopping basket.
DocuSign AI
Team Legal · IISc
AI-powered contract analyzer that identifies risky clauses, explains legal jargon in plain English, and suggests standard alternatives.
FlowState
Team Meridian · Carnegie Mellon
An AI-powered focus session manager that integrates with your IDE, GitHub, and calendar to block distractions and surface the right context exactly when you need it.
Patchwork
Team Drift · TU Berlin
Visual diff tool for design tokens and component libraries. Bridges the gap between design and engineering with automated change detection.
Budgetly
Team Frugal · Your College
AI-powered personal finance tracker that categorizes transactions automatically, detects spending patterns, and generates actionable savings recommendations.
SafeRoute
Team Atlas · TU Berlin
Real-time pedestrian safety routing that avoids high-crime areas, poor lighting, and construction zones using live city data feeds.
StudySync
Team Focus · UCL
Collaborative study platform that uses spaced repetition, peer accountability, and AI-generated practice questions to improve exam performance.
GridGuard
Team Power · IIT Bombay
Predictive maintenance system for solar panel arrays that uses computer vision to detect degradation and optimize cleaning schedules.
TalentGraph
Team Hire · Your College
Skills-based talent matching platform that uses graph algorithms to connect developers with projects based on skill adjacency, not just keyword matching.
TrafficMind
Team Nexus · Tsinghua
Real-time traffic signal optimization using reinforcement learning to reduce intersection wait times by dynamically adapting signal timing to live traffic density.
WaterWatch
Team Hydra · IIT Bombay
IoT sensor network for real-time water quality monitoring in rivers and lakes, with anomaly detection and automated alerts to environmental agencies.
LogLens
Team Debug · Carnegie Mellon
Intelligent log analysis tool that uses NLP to surface anomalies, correlate errors across services, and explain root causes in plain English.
SleepCoach
Team Rest · TU Berlin
Personalized sleep optimization app that analyzes sleep patterns from wearable data and generates evidence-based recommendations to improve sleep quality.
Groundwork
Team Forge · IISc
Infrastructure scaffolding CLI for opinionated monorepos. One command to production-ready structure with CI, Docker, and Terraform pre-configured.
AccessMap
Team Inclusive · Self-taught
Crowdsourced accessibility map for wheelchair users and people with mobility impairments, with real-time updates on ramps, elevators, and accessible entrances.