Mian Maaz Ullah Khan@mmaazkhanhere

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

Just like computers store data to process, our brains work by storing memories. As humans, everything that we see, feel, sense, everything that happens - gets stored as memories. We might get attached to some memories more than others, that might be good, bad or affecting us in some ways. We have created Revisit - which is a personal therapy app that helps to heals memories using text, images, audio, video and is personalized assistant to users. We have used Llama, Open AI, Aria and Allegro to integrate features that help users to type their memory as text inputs and help them to heal their memories.

Revisit Ink is a personal therapy app that helps users to heal their memories via text, audio, images and videos. We all have memories that deserve healing! Our brains function in a way that capture every incident of our lives as memories and moments, we might hold on to some memories and attach ourselves to them in a particular way or have emotions around them, currently all therapy and meditation apps in the market focus on techniques that help users to meditate, sleep or focus on other forms of healing - but what all of them miss is the concept of how brains and humans function! We all have ideas, thoughts, feelings, emotions attached to our memories, moments, dreams, nightmares etc! We are using capabilities of LLM's to generate healing text, using Llama and Aria to generate images for user memory inputs and using Allegro to generate healing videos according to user inputs! The outcome is users getting a personalized therapy and healing their memories via our app! This idea is clinically tested among psychologists and psychiatrists around the world and with their feedbacks, we have been developing more about it!

Revisit: Every Memory Deserves Healing, hence we have made Revisit using a mix of open-source technologies, co-powered by AI capabilities to help user input a certain memory via text input/ prompt and then analyze that memory via images, understand the underlying emotions and use music to heal through the memories. Everything that we do, think or even dream is a piece of information that gets stored like a memory in our brains, and at times we end up holding on to certain memories or getting stuck at certain memories, some memories also causes troubles and triggers, depending on our understanding and attachment to those memories. Every memory can be healed by understanding the underlying thought, emotion, feeling, behavior and situation. Understanding how to heal through them is what the app aims to provide!

This project consists of three stages to streamline surgical procedures using AI-driven agents. In the Pre-Surgery phase, CrewAI agents generate a comprehensive report based on the surgery name, prescriptions, test reports, and scan reports. This report consolidates all necessary information for surgical preparation. In the During Surgery phase, the system uses voice activation to assist the surgical team. It listens for questions related to the surgery and provides real-time answers, enhancing decision-making and ensuring seamless operation. In the Post-Surgery phase, the system gathers the patient’s condition, surgery details, and key conversations from the operation to produce a detailed post-surgery report. This final report includes recovery guidelines, patient status, and further recommendations for aftercare, ensuring comprehensive follow-up.

Legal Chain simplifies and streamlines contract management by offering a comprehensive suite of features. These include contract drafting, clause suggestions, compliance monitoring, contract reviews, comparisons, and legal document categorization. The standout feature is the ability to convert contract drafts into smart contracts using blockchain technology, ensuring enhanced security, transparency, and efficiency. Additionally, users can verify contracts by providing the smart contract address, adding an extra layer of trust and authenticity. This legal professionals, businesses, and organizations that handle numerous contracts and require a reliable, efficient, and secure way to manage them. Smart contract conversion and verification on blockchain results in high customer trust and ensure authenticity and trust. The all-in-one feature and automated generation and suggestions reduces errors and save time. Legal Chain revolutionizes the way contracts are managed, making the process more efficient, secure, and reliable.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions. 📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity. 👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions. 💰 $5,000 prize pool for the winners! 🏆 Compete for a chance to join the lablab NEXT incubator program! 🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!

🚀 Revolutionize Government Efficiency with xAI & Grok: Embrace the Future of Public Service. ⚡ Build intelligent tools to streamline government processes, cut costs, and drive impactful change. 🤖 Harness the power of Grok, xAI’s advanced AI model, to automate tasks and empower citizens. 🌐 Collaborate with innovative developers and create solutions that reshape public administration. 📅 Register now and be part of the movement for a leaner, smarter government!