Syed Muhammad Sarmad@smsarmad__

MachinaCheck is an autonomous multi-agent AI system that helps CNC shop managers determine whether a customer's part can be manufactured using their existing tools and machines — in 30 seconds instead of 30-60 minutes of manual analysis. The system accepts a STEP file (the standard CAD format in manufacturing) along with material type, required tolerance, and thread specifications. A cadquery-based geometry parser extracts all machining-relevant features directly from the STEP file — hole diameters, flat surfaces, chamfers, and bounding box dimensions — with 100% mathematical accuracy. The extracted features flow through a LangChain agent pipeline powered by Qwen 2.5 7B running on AMD Instinct MI300X via ROCm. Agent 1 classifies required CNC operations and tooling. Agent 2 performs deterministic tool inventory matching. Agent 3 makes the final YES/NO/CONDITIONAL decision with confidence scoring and action items. Agent 4 generates a professional manufacturability report. The privacy advantage is fundamental. Manufacturing customers sign NDAs protecting their design IP. A STEP file encodes proprietary geometry worth millions. Sending it to commercial APIs is a confidentiality violation. MachinaCheck runs entirely on AMD MI300X — no data ever leaves the shop's infrastructure. The AMD MI300X makes this possible. With 192GB HBM3 VRAM and 5.3 TB/s memory bandwidth, Qwen 2.5 7B delivers sub-3-second inference at a fraction of commercial API costs — with complete data sovereignty. Stack: Qwen 2.5 7B on AMD MI300X via ROCm and vLLM, LangChain, cadquery, FastAPI, Next.js on Hugging Face Spaces.

MediMinds is an AI-driven virtual healthcare assistant designed to streamline patient care and support. It enables users to interact through natural language to book appointments, retrieve medical records, analyze prescriptions using OCR and NLP, and get quick answers to health-related questions. By integrating tools like SQL databases, OCR (pytesseract), and Chainlit for real-time chat, MediMinds offers a user-friendly, accessible solution to improve healthcare engagement and reduce administrative overhead for clinics. It’s especially useful in regions with limited medical staff or infrastructure, providing reliable, 24/7 support and bridging the gap between patients and healthcare providers using modern AI technologies.

An AI News Summarizer is an intelligent system that automatically extracts key information from news articles and condenses them into concise, easy-to-read summaries. It uses natural language processing (NLP) to analyze the content, identify the most important details, and present them in a structured format. Key Features: Real-Time News Updates: Fetches the latest news articles from various sources. Smart Summarization: Generates short, meaningful summaries with key takeaways. Categorization & Tagging: Sorts news into relevant topics like politics, technology, sports, etc. Search & Filtering: Allows users to find news on specific topics quickly. Multi-Source Aggregation: Collects articles from multiple publishers for a well-rounded view. User-Friendly UI: Presents summaries in an easy-to-read format with headings and highlights. This tool helps users stay informed without spending time reading lengthy articles, making it perfect for professionals, students, and casual readers. 🚀

The AI Meal Planner App is an innovative solution designed to simplify daily meal planning. By integrating artificial intelligence, specifically GPT-4o, the app personalizes meal plans based on individual dietary requirements and preferences. Users input their age, height, weight, and gender, and the app calculates their daily caloric needs using their basal metabolic rate. From there, the app selects ingredients and generates meal plans for breakfast, lunch, and dinner that meet these caloric goals. Each meal is creatively named and described, adding a unique touch to every day dining. This app not only aids in healthy eating but also introduces a fun, tech-driven approach to nutrition management. Whether managing dietary restrictions or just looking for meal inspiration, our app provides a user-friendly platform to meet diverse dietary needs efficiently.

RAGify Assist is a customer support revolution that marries the prowess of Retrieval-Augmented Generation (RAG) with Vectara's GenAI platform. Imagine a world where customer queries are met not with generic responses but with personalized, contextually rich information powered by real-time data. Our project aims to redefine the customer support experience, ensuring that interactions are not just efficient but also tailored to individual needs. By harnessing the capabilities of RAG, RAGify Assist ensures that our AI-powered responses are not only accurate but also adaptive to the evolving landscape of customer inquiries. Vectara's GenAI platform plays a pivotal role, simplifying the complex aspects of document pre-processing, embedding models, and vector storage. This allows our developers to focus on the core of our GenAI application—transforming customer support. As we embark on this journey to reshape customer support, we invite you to join us in the week-long AI innovation challenge. The RAGify Assist project is not just about technology; it's about elevating customer interactions to new heights. Be part of the revolution! And if the categories and technologies listed don't quite fit, feel free to suggest ones that align better with our vision. Together, let's explore the uncharted possibilities of AI-driven customer support. #CustomerSupport #AIInnovation #RAGifyAssist

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

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!

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!