Mubashir Ahmed Siddiqui@mubashirsidiki

Medinova is an enterprise AI healthcare platform that automates patient phone intake, clinical triage, department routing, and appointment scheduling. By replacing legacy front-desk phone bottlenecks with an ultra-low latency conversational AI receptionist, Medinova ensures no patient call goes unanswered. Key Capabilities: 1. Multilingual Audio Intake powered by AssemblyAI: Powered by AssemblyAI Universal 3.5 Pro streaming speech-to-text, Medinova accurately transcribes callers speaking in any language—including Spanish, French, German, and Urdu—with medical-grade transcription accuracy in real time, responding in clear English and logging caller language for physicians. 2. Caller Memory & Returning Patient Continuity: Recognizes returning callers via SIP telephony or WebRTC, instantly retrieving past visit history, chief complaints, and pending appointments so patients never have to repeat themselves. 3. Clinical Safeguards & Emergency Escalation: Maintains strict healthcare boundaries without offering unauthorized medical diagnoses or prescriptions. If critical warning signs (e.g., chest pain, stroke symptoms) are detected, the agent immediately instructs the caller to dial 911. 4. Post-Call Triage & Healthcare Dashboard: Every call is asynchronously analyzed into 12 structured clinical data points, urgency ratings (URGENT, HIGH, MEDIUM, LOW), and department assignment (Cardiology, Pediatrics, General Medicine, etc.), writing directly to MongoDB Atlas and updating the Next.js clinical dashboard in real time. Live Inbound Telephony: +1 (484) 481-2043 Web Portal: medinova-assemblyai.vercel.app

CodeGuardian AI is a fully autonomous multi-agent code modernization system built on the Band.ai platform. Five specialized AI agents (Conductor, Planner, Coder, Reviewer, and Merger) form a directed collaboration chain that takes a GitHub repository from analysis to pull request without human intervention. What makes CodeGuardian unique is true cross-provider diversity: each agent runs on a different LLM provider (OpenAI GPT-5, Anthropic Haiku, DeepSeek V4, OpenAI GPT-4o, Google Gemini) and a different agent framework (PydanticAI, AnthropicAdapter, LangGraph, CrewAI). All traffic routes through the AI/ML API unified gateway with a single key. The system supports five operational modes: Modernizer (upgrade deprecated patterns), CodePruner (remove dead code), Security (fix vulnerabilities), Suggestion (read-only analysis via GitHub Issues), and OnDemand (custom refactoring instructions). Users simply paste a repository link, select a mode, and the agent chain handles the rest, from cloning and scanning to implementing changes, reviewing diffs, and creating pull requests. Reliability is baked in through loop guards that prevent non-terminating agent ping-pong, mention auto-fill patches for CrewAI edge cases, and automatic room cleanup to avoid rate-limit storms. The system runs on Azure with Docker Compose, Nginx reverse proxy, and Dozzle for real-time log streaming. Built during the Band of Agents Hackathon, CodeGuardian demonstrates how Band.ai's collaborative agent infrastructure enables complex multi-framework orchestration where agents with different strengths hand off work, request revisions, and converge on terminal artifacts autonomously.

Visit to see HD video presentation: https://drive.google.com/drive/folders/1YLhC3iNT-NjW9Cz56hZZ-oawFoNTtLTR?usp=sharing Most marketing teams struggle to guess when they should post, copy what looks popular, or figure out why competitors rank higher on Google. SocialCopilot fixes this by wiring live web data directly into a simple, automated workspace. The platform is divided into two main tools: First, SocialClaw. This is your research center. You can paste any competitor's company link to scan their recent posts, posting times, and engagement. Our AI extracts their exact publishing timing strategy, frequency, and content pattern to build a Brand DNA report. You can then copy their best times to your own calendar with a single click. In the same tool, you can track keyword search rankings live and receive a simple SEO playbook. Second, the Autonomous Post Generator. Instead of starting from scratch, our generator builds complete social media campaigns. It creates engaging text captions, designs branded graphics, and synthesizes cinematic product videos using Kling AI Video v3. You can then schedule and publish these posts across many platforms, including Instagram, LinkedIn, Facebook, and TikTok. You can select specialized AI models for text, graphics, and video through the AI/ML API gateway. Everything connects back to a drag-and-drop calendar and team approval board.

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.