Mansoor Khan@mansoor_khan658

A compact Streamlit app that uses the Agno agent + Google Gemini to analyze uploaded videos and answer questions about their content. The app uploads the video, sends it to the agent for multimodal analysis and returns a human-readable summary/answer.

Wardenflux is an enterprise-grade incident response orchestration platform built on IBM watsonx Orchestrate that transforms how organizations handle security incidents. The system accepts incident reports through multiple channels—pre-defined scenarios or natural language descriptions—and intelligently routes them through specialized AI agents for comprehensive analysis. The orchestration workflow coordinates four domain-specific agents: Security Assessment (threat analysis, attack vector identification, impact evaluation), Legal & Compliance (regulatory requirements, notification obligations, evidence preservation), IT Operations (containment strategies, system recovery, forensic procedures), and Communications Strategy (stakeholder messaging, public relations, internal notifications). Each agent processes the incident through its specialized lens, executing automated skills for data enrichment, policy validation, and decision support. The platform maintains full conversational context across multi-turn dialogues, allowing agents to request clarifications, gather additional details, and refine recommendations iteratively. All interactions are authenticated via JWT tokens with RSA encryption, ensuring secure communication between the frontend application and watsonx Orchestrate APIs. The system generates unified action plans that synthesize insights from all domains, prioritize critical actions, assign responsibilities, and establish timelines—reducing incident response coordination time by up to 80% while ensuring comprehensive coverage across security, legal, operational, and reputational dimensions. Built with React frontend and Express.js backend, Wardenflux demonstrates the power of AI orchestration in high-stakes scenarios where rapid, coordinated decision-making is critical for minimizing damage and ensuring regulatory compliance.

MediClaim AI is an end-to-end automated prior authorization workflow built using AppliedAI’s Opus platform. The system accepts multiple input formats PDFs, images, CSVs, structured text and normalizes them through intelligent preprocessing. Using OCR, clinical data extraction agents, deterministic rule evaluation, enrichment via mock EHR/policy services, and a composite scoring engine, the workflow generates clear approval decisions or routes complex cases for agentic or human review. Each case produces a complete audit artifact and multi-channel delivery (email, Sheets, webhook). This solution reduces administrative delays, eliminates repetitive manual work, improves documentation quality, and accelerates decision turnaround for healthcare providers and insurers.

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!