Devpost
Participate in our public hackathons
Devpost for Teams
Access your company's private hackathons
Grow your developer ecosystem and promote your platform
Drive innovation, collaboration, and retention within your organization
By use case
Blog
Insights into hackathon planning and participation
Customer stories
Inspiration from peers and other industry leaders
Planning guides
Best practices for planning online and in-person hackathons
Webinars & events
Upcoming events and on-demand recordings
Help desk
Common questions and support documentation
Sort by:
"Alexa, is this really my son?" An Alexa+ MCP add-on that checks live phone and WhatsApp calls, asks the real family member to confirm, and tells you what to do next, in Hindi.
AI-powered traffic coordination with smart signals, vehicle tracking, ambulance prioritization, and GitLab-driven automated testing, security, and deployment.
BlackBox gives cameras persistent memory, letting Alexa+ answer where objects likely are, what changed, and what remains unknown using evidence-grounded visual reasoning.
Your baby’s guardian, your peace of mind
An AI agent that turns business context into synthetic vision datasets for mobility through iterative generation and validation, helping AI teams overcome the data preparation bottleneck.
Ojes is an AI-powered neuro-wellness platform that analyzes brain activity, identifies potential abnormalities, and visualizes brain patterns through an interactive 3D digital twin.
Inspec-Ther uses computer vision on drone thermal maps to find the exact faulty module in solar farms with hundreds of thousands of panels, turning days of manual review into minutes.
An AI agent that inspects solar panels: it scans every cell with OpenCV 5 on AWS Graviton, looks closer when unsure, then opens a repair ticket or asks a human.
🚀 Autonomous test-time compute scaling & dynamic KV-cache sparsification for edge LLMs — pure-PyTorch MCTS reasoning engine, −65% VRAM. R1-style thinking on consumer hardware.
🌍 AI-powered digital twin simulation — agent-based modeling, LSTM forecasting, reinforcement learning and real-time 3D. Smart cities, factories, energy grids. MIT, Docker-ready.
A socratic voice-first Ai tutor built on MCP and RAG that guides learning through adaptive hints, active recall and real time mastery analytics
A machine learning pipeline that accurately matches and resolves multi-source product entities for e-commerce catalogs using advanced blocking and transformer-based scoring.
Stop scrolling. Start watching.
A voice-first, human-in-the-loop incident commander that turns live-event disruptions into simulated, approval-gated actions and verifies the outcome through MCP tools.
MissingWhisper breaks the silence between ISL and speech — real-time AI sign-to-speech translation, now voice-enabled on Alexa for hands-free, ambient accessibility anywhere.
A calibrated decision gate for GitLab Duo agents: it reads what the agent reads, checks the agent's claims against CI evidence, and stops it with a receipt before a person is asked.
Turning E-Waste into Smart Value with AI
A drone that sees the air: neural wind sensing + Nemotron
A lightweight YOLOv8-nano system that detects fabric defects in real time on low-cost edge hardware, with a web dashboard, making automated quality control affordable for small textile mills.
Teaching a humanoid a move? Record one take and Showhand names the seconds to show again. On my three takes it sent back 4 of 20 seconds, measured on a simulated Unitree G1.
LLMBoost benchmarks quantisation and speculative decoding on your own GPU, showing real speedups with confidence intervals and testing the research formula against what you get.
"Solving [insert specific problem, e.g., real-time safety monitoring / defect detection] by uniting OpenCV’s powerful image processing with AWS’s cloud intelligence."
An agentic loop on Nebius Token Factory and NVIDIA Nemotron: it runs your tests, has Nemotron patch each failure, re-runs the whole suite in a fresh sandbox, and keeps only the fixes it can prove.
One shot, one bill. OneShot is an offline ios cashier that prices the item it can see on the counter from one photo.
