The project aims to revolutionize surgical workflows through AI-driven agents, enhancing efficiency and accuracy across two critical stages: Pre-Surgery and During Surgery In the Pre-Surgery phase, LangGraph agents generate a thorough report by analyzing data such as the surgery name, prescriptions, test results, and scan reports. This consolidated report equips the surgical team with a complete understanding of the patient’s condition and necessary preparations. It generates a detailed step by step surgical procedure report that can be used by surgeons to prepare for surgery During the Surgery phase, the system acts as an intelligent assistant, using voice activation to respond to real-time queries from the surgical team. It delivers precise, context-aware information, supporting decision-making and ensuring a smoother, more informed procedure. By integrating advanced AI, this project aims to transform surgical procedures into a more streamlined, informed, and patient-centric experience. We envision an AI system that interacts with environment during surgery and this is the first step towards such idea
Category tags:An AI-driven tool that reviews GitHub pull requests in real-time, providing clear and intelligent code feedback using Groq-accelerated LLaMA models and the BLACKBOX.AI Coding Agent.
innoventors-blackbox-track
Flowrish AI helps students think better, not less. It guides reflection instead of giving answers—strengthening minds, not replacing them. Offline-first on Snapdragon X Elite, with LLaMA 3 locally and Groq online. Because learning should grow you.
42AI Qualcomm Track
Amagi is a proactive AI assistant that sees your screen, listens, remembers, and helps you stay focused—designed to run across devices with real-time context awareness
The Monad (AI-Smith Protocol) -Vultr Track
An AI-powered shopping assistant built with FastAPI, Groq API (LLaMA models), and Neo4j knowledge graph for personalized e-commerce experiences
Hackcelerate - Prosus Track
A privacy-focused toolkit for real-time screen OCR and audio transcription on any PC, combining universal image text extraction, audio-to-text, and fast local semantic search—powered by Edge AI and Groq API.
Illuminative Lab - Qualcomm Track
"Cool idea, but no demo shown and the demo app isn't properly working for me. The presentation could be a little better. But the code seems well done"
Shebagi Mitra
Technical Mentor
"The team has clearly put a lot of thought into the application of AI and how it can enhance critical healthcare workflows even if the demo don't work "
Theodoros Ampas
Technical Mentor
An AI-driven tool that reviews GitHub pull requests in real-time, providing clear and intelligent code feedback using Groq-accelerated LLaMA models and the BLACKBOX.AI Coding Agent.
innoventors-blackbox-track
Flowrish AI helps students think better, not less. It guides reflection instead of giving answers—strengthening minds, not replacing them. Offline-first on Snapdragon X Elite, with LLaMA 3 locally and Groq online. Because learning should grow you.
42AI Qualcomm Track
Amagi is a proactive AI assistant that sees your screen, listens, remembers, and helps you stay focused—designed to run across devices with real-time context awareness
The Monad (AI-Smith Protocol) -Vultr Track
An AI-powered shopping assistant built with FastAPI, Groq API (LLaMA models), and Neo4j knowledge graph for personalized e-commerce experiences
Hackcelerate - Prosus Track
A privacy-focused toolkit for real-time screen OCR and audio transcription on any PC, combining universal image text extraction, audio-to-text, and fast local semantic search—powered by Edge AI and Groq API.
Illuminative Lab - Qualcomm Track