Discover AI Applications

Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.

LeakProof

Finds revenue leaks in billing exports without letting the data leak: model-written pandas runs in a throwaway gVisor sandbox on Vultr (no network, no secrets, hard limits), a second model checks every sentence, and each answer has a re-runnable receipt.

Design Master Solutions

VULTR

ROBOGUARD DX

RoboGuard DX is an enterprise-grade diagnostic terminal designed for modern industrial automation.

Nexus Team

Gemini 3 FlashGemini AIHuggingFace Spaces

VitaLoop 360

VitaLoop 360: one AMD-hosted Gemma 4 core that joins a manufacturer's five departments (factory, back office, sales, customer experience, care) through the production lot, with code computing every number and a person approving every action.

H3CT1CD3V3L0P

AMD ROCmAMD Developer CloudGemma+8

Community Connect

CommunityConnect helps people in Genova and Liguria find practical, sometimes paid, local support, like tutoring or help with online forms. Seekers describe a need, review AI-suggested details, and see eligible providers ranked with an explainable score.

Community Connect

AIMLAMD Developer CloudAnthropic Claude+8

TEP Copilot: reasoning, not reciting

Control-room copilot for refineries and chemical plants: Gemma 4 on AMD proposes the root cause of an alarm flood, a deterministic gate strikes unsupported evidence, a human approves. A disguised twin tests that it reasons, not recites.

TEP_copilot

Token FactoryGemmaDeepmind+3

Wrench: compressor maintenance with cited answers

Wrench warns a technician before an air compressor fails, answers "what should I do" from the service manual with every quote checked word for word, and drafts a work order a person approves. Alerts come from an autoencoder, not a language model.

Wrench

Token FactoryGemma

ATLAS

ATLAS: An autonomous AI orchestrator for complex cloud infrastructures. It delegates tasks to AI agents via secure tools and projects real-time activity into a 3D digital twin, running on AMD GPUs.

ATLAS

CursorDeepSeek R1Gemma+5

ShelfReady: Trust Layer for Product Data

Gemma 4 31B on AMD checks supplier spec sheets against their own photos, care labels and drawings, asks a person only what the evidence can't settle, and publishes EU-ready listings in 8 languages from verified facts only.

Zenin

AMD Developer CloudAMD ROCmToken Factory+4

Yield Guardian: AI Root-Cause Agents for Fabs

Yield Guardian turns a chip-fab alarm into an approved fix. It reads real sensor data and classifies wafer defects (0.90 macro-F1), then AI agents on AMD investigate, write a report where every number links to its evidence, and an engineer signs off.

JO-DEV

AMD Developer CloudToken FactoryAnthropic Claude+2

ACTION GATE — AI Agent Security

An AI agent security gateway that evaluates proposed actions, simulates their potential impact and applies policy based decisions to allow, require approval or block risky operations before execution.

Veylora

StreamlitDeepSeek V3AMD Developer Cloud+1

RADIANT X-Ray Triage & Evidence Assistant

RADIANT compares chest X-ray model findings against report findings and surfaces disagreements for human review.

Zehra-coded

AMD Developer CloudAMD ROCmLLM Gateway+2

Shift Handover Briefing

Turns machine logs, maintenance notes, operator voice memos, and equipment manuals into a prioritized shift handover with evidence-linked findings and suggested checks for human review.

Limey Salt

AI/ML APIAMD Developer CloudAnthropic Claude+4

Ascon-Guard AI: Hardware Security for Medical IoT

Autonomous hardware security pipeline pairing NIST SP 800-232 Ascon-128 edge encryption with uncertainty-calibrated neural cryptanalysis on AMD Instinct MI300X accelerators and Evolus Multi-Agent orchestration to protect next-gen connected medical IoT.

Team Eagle

AMD Developer CloudDeepSeek V3Gemma+3

Pinpoint: exact web answers with their source

Pinpoint is a web retrieval agent built for AMD AI League Match 4. You ask for one specific piece of information in plain English, optionally with a page to start from, and it returns the value itself plus the URL of the page it was read from. When none of the pages it opened contains the value, the answer stays empty. The agent searches with keyless providers (DuckDuckGo, Bing, the Wikipedia API) or starts from the given URL, opens the pages and the links whose anchor text matches the request, and turns each page into clean text: navigation and citation footers removed, table rows kept together, JSON API responses flattened to field: value lines. The best passages go to Qwen2.5-7B-Instruct, which stays resident on the AMD GPU and replies with JSON: the value, the passages it used, an exact quote and an optional link to open next. Code then checks that the value really occurs in the cited passage. If it does not, the answer is dropped and the agent follows the suggested link, up to three read rounds inside a 24-second budget. Measured on an AMD Radeon Pro W7900D in the League notebook pool, inside the mandated ROCm 10 / PyTorch 2.13 / Python 3.14 image: 11 of 15 questions correct, 7.9 s mean and 16.1 s max per request in a fresh process, 15 GiB VRAM peak. The container follows the League contract (python3 /app/app.py, one JSON file per question in /app/output) and adds a single layer on top of the unmodified base layers. MIT licensed.

Innova Ottawa

AMD ROCm

Crash Guard: AI Traffic Accident Detection System

Crash Guard uses a fine-tuned YOLOv8 AI model to detect traffic accidents from camera feeds, record video evidence, and send real-time alerts with GPS locations to emergency responders through a connected Flutter mobile and web application.

LidArc

YOLOv8rest apiReinforcement Learning+3

Clearsheet: discharge sheets patients can follow

Turns a hospital discharge summary into instructions a patient can follow, in their own language. Gemma 3 27B on an AMD Instinct MI300X drafts; code checks every number and quote against the source; a nurse releases flagged lines.

Innova Ottawa

AMD ROCmGemmaDeepmind+1

Homeward: discharge teach-back in 12 languages

For discharge nurses and patients: Homeward rewrites discharge instructions in the patient's language with every dose and date checked by code, hears the patient explain them back, and shows the nurse what to re-teach. Gemma 4, fine-tuned on an AMD GPU.

Solus

GemmaAMD ROCmClaude Code+2

MURPHY - fuzz the procedure, not the plant

Turns a written operating procedure into an executable model and fuzzes it with thousands of error-prone crews against a physics twin of the plant.

Team Murphy

Vercel

KeyShield

Lightweight local security tool that prevents API key leakage by monitoring file changes in real-time and blocking git commits containing exposed secrets.

Protector

Github CopilotMistral AIChatGPT

QuestBridge: reviewable quest localisation

A standalone MIT game-localisation prototype with real open-model inference on AMD Ryzen, immutable game tokens, visible rejection, reviewable drafts and a verifiable cache.

QuestBridge

Qwen3HuggingFace Hubrest api

Sentry: AI Yield Copilot for Semiconductor Fabs

Sentry reads every wafer map as it leaves the tool, flags a drifting tool after its 3rd repeat defect, and tells the yield engineer the likely cause, the lots at risk and the cost, with an AMD-hosted copilot. The engineer decides.

Clarity

AI/ML APIAgentOpsAMD ROCm+4

SayAgain — catches wrong radio read-backs

On plant radio, a wrong read-back can close the wrong valve. SayAgain flags it for the shift supervisor: a model on the AMD Token Factory points at the words, code decides. 89 scripted exchanges: 0 wrong read-backs passed; an LLM judge passed 2.

Edy Team

GemmaQwen3Whisper+2

PaperOps – The Glove-Proof Industrial Dispatcher

A technician holds one button and describes a machine fault by voice. Gemma 4 on AMD GPUs understands the report; PaperOps checks the manual and stock and prints a repair ticket: safety step first, the right part, its exact shelf. No screen, no typing.

ZOZ INNOVATIONS

Token FactoryGemmaDeepmind+3

ForgeGuard AI – Maintenance Triage on AMD

ForgeGuard AI tells maintenance technicians which machine to inspect first, why, and what to check. It detects unusual sensor readings, links maintenance notes, ranks machines and explains each case with AI on AMD Token Factory - every claim verified.

HORIZONS

Token FactoryVercelAI Studio+7

WaferSight

WaferSight: AMD-powered semiconductor yield intelligence. Detects wafer defects & lot drift in real time using CNNs, Grad-CAM, and AI root-cause agents to optimize economic hold-or-continue decisions.

MiniTehnicus

AI/ML APIAMD Developer CloudAntigravity+3

RAG-MATCH3-AMD

RAG-Match3-AMD is an intelligent document question-answering system designed to help users find reliable information inside PDF, DOCX, spreadsheet, and text documents. The project uses Chroma Cloud as its vector database and retrieval engine. Documents are parsed, divided into manageable chunks, and transformed into dense embeddings with Chroma Cloud Qwen and sparse embeddings with Chroma Cloud SPLADE. Hybrid search and Reciprocal Rank Fusion combine semantic and keyword results to retrieve the most relevant evidence. OpenAI GPT-4.1 Mini then analyzes the retrieved context and generates a concise answer supported by citations to the original document. The system can also process images and scanned content through a vision-capable model. Document metadata, chunk indexes, and source identifiers are preserved to improve traceability and prevent duplicate results. The project provides a practical RAG workflow that separates document retrieval from answer generation. Chroma Cloud handles embedding and search, while OpenAI handles language understanding and response generation. This architecture makes the application suitable for learning materials, technical documentation, reports, and other knowledge-intensive document collections

cavenguy

AI/ML APIChromaCodex+6

Countersign: nothing ships on one signature

A five-seat BAND Desktop software factory where every artifact is derived twice and must agree: two blind spec readers, a blind reference model, tested tests, and one acceptor that cannot write fixes. It built all four tablekeeper stages in Go.

Countersign

Anthropic ClaudeClaude CodeBand Agentic Mesh+2

MC3: Hardware-Optimized RAG Pipeline for AMD GPU

This project presents a highly optimized, fully containerized Retrieval-Augmented Generation (RAG) pipeline developed for Mini Challenge 3 of the AMD AI Academy Challenge. Built strictly upon the mandated rocm/pytorch base image, the solution processes proprietary domain knowledge—including multi-modal documents, spreadsheets, and source code—to deliver accurate answers paired with exact file citations. Designed to strictly adhere to the zero-hallucination policy, the architecture ensures that responses are grounded entirely in the provided corpus. The system is engineered for seamless deployment on AMD hardware, utilizing /dev/kfd and /dev/dri device mappings for native GPU acceleration. By restructuring the pipeline into a persistent long-running process, it completely eliminates the startup overhead per question, ensuring the system easily fits within the stringent 30-second query budget. Despite massive physical constraints, the final environment was successfully packaged into a unified image and pushed to Docker Hub. This solution demonstrates robust handling of complex dependencies, encrypted files, and unknown data types, ensuring high-throughput hardware-accelerated inference in AMD Instinct and Radeon environments.

ChallengeLab

AMD ROCm

VoiceShield — Real-Time AI Scam Call Defender

VoiceShield protects the elderly and vulnerable from scam calls. It uses real-time voice transcription and AI to detect manipulation (false urgency, untraceable payments, impersonation), alerting users before financial fraud occurs.

Tech_Innovators

AntigravityAssemblyai Guardrails APIrest api+1

On-Call Voice Assistant

Speak a production issue, get a spoken diagnosis and next steps in seconds.

MaveRiks

GroqStreamlitLlama 3.1

30apps loaded