Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.
This project is a simple video captioner. Uses a VLM to extract the text from a video and another model to transform the description in the required styles. As a fallback, it contains a fine-tunned local model based on Gemma 4.
ReproForge Sentinel evaluates AI/ML claims against declared evidence and policies, generates transparent risk and reproducibility scores, and seals the findings into an auditable Reproducibility Passport with explicit proof gaps.
An autonomous, multi-agent platform that scans, migrates, validates, and optimizes CUDA applications to AMD ROCm. Features tree-sitter AST parsing, Gemma-based LangGraph translation, sandboxed Docker compilation, and a real-time Next.js dashboard.
A multi-agent AI system that evaluates documents for ethical risk across Bias, Privacy, Security, Compliance, and Transparency — returning a publish decision, domain scores, high-risk fields, and remediation recommendations.
An intelligent query routing system that leverages AMD MI300X local inference with automatic escalation to Fireworks AI cloud models based on self-evaluated response quality.
Sentinel AI analyzes enterprise AI policies, security docs, and vendor contracts using a multi-agent Gemma pipeline running entirely on AMD GPUs, with zero external inference calls.
Hybrid AI router that intelligently routes user queries between deterministic tools, local OpenVINO models, and Fireworks AI, optimizing for accuracy, latency, and cost while minimizing unnecessary remote API calls.
A near-real-time AI-powered early warning platform that transforms Indonesian cyber incident, vulnerability, infrastructure exposure, and OSINT signals into a Cyber Inflation Index, forecasts, and actionable mitigation insights.
Reelbudget is an AI pre-production tool for indie filmmakers and enterprise marketing teams. Powered by the AMD MI300X, it instantly turns text briefs into true animated video storyboards and budget estimations, saving weeks of planning.
CashFlow AI is an agentic AI platform that automates debt collection for businesses through intelligent reminders, payment tracking, accounting integrations, and human-in-the-loop workflows to maximize recoveries and reduce manual effort.
Your autonomous growth team. Paste a product URL and a goal — get audience research, ad copy, creative, landing pages, A/B testing, and a "ship this" call in minutes.
SimuFactory is a secure, on-premise industrial trainer powered by AMD ROCm. Using a Llama-3/Gemma dual-model architecture, it provides Socratic coaching and safety auditing via a live Digital Twin to train technicians without risking real hardware.
Cognexa is a hybrid AI routing platform that intelligently classifies user requests, executes simple tasks locally, and escalates complex queries to Fireworks AI only when needed—reducing latency, API costs, and unnecessary token usage.
GlazeSmith is a physics-grounded digital twin for ceramic glazes. It predicts how a recipe fires - crazing risk, surface, color - then renders the result live on a rotatable 3D vase, verified end-to-end. Classifiers trained on AMD ROCm.
aionVIS turns one plain-English sentence into a trained, deployable object-detection model. An agent swarm generates its own training images, labels them, verifies its own labels, and trains the detector on a single AMD MI300X. Zero human annotation.
OmniCaption is a Dockerized, dual-model hybrid video captioning pipeline extracting visual and auditory evidence to synthesize grounded, stylized descriptions (formal, sarcastic, humorous) powered natively by AMD Instinct MI300X and local ROCm compute.
A dual-model DevSecOps Chaos Engine. Preflight AI mathematically maps Terraform architectures and offloads massive Monte Carlo failure simulations to an AMD MI300X GPU to prevent catastrophic cloud outages before the code is merged.
An autonomous multi-agent platform that transforms a product idea into a startup execution package through market research, competitor analysis, PRDs, technical architecture, implementation planning, and investor-ready artifacts using 50+ AI tools.
Quantum-classical hybrid stream gateway with 3-tier Gemma 4 ensemble on AMD MI300X (92% VRAM) + IBM Heron r2 VQC routing. Local inference at 0 tokens via Google Gemma 4 QAT. Fireworks AI fallback.
An AI operating system for IT operations that investigates incidents, generates T24 core-banking OFS messages and routines from plain language, and routes every action through human approval before it runs.
DeployBuddy Intelligence analyzes your repo and generates optimal architecture, cloud provider, region, and cost recommendations — then emits a validated Blueprint your Deploy Agent executes automatically. No more guesswork on where or how to deploy.
An AI-powered Video Captioning Agent that automatically generates accurate, context-aware captions, timestamps, and scene descriptions for videos, improving accessibility, searchability, and content understanding.
ProteinLoop uses self-hosted Gemma 4, deterministic safety verification, producer approval, and private DECT NR+ radios to protect fish, prawns, plants, duckweed, and eggs when Wi-Fi or cloud access is unavailable.
Pandora is an AI-powered intelligent workspace that combines conversational AI, document analysis, secure authentication, project management, and developer tools into one modern platform, enabling users to create, learn, code, and collaborate efficiently.
Real-time disaster intelligence platform powered by multi-agent AI. Autonomously monitors live earthquake, flood and wildfire data from USGS, NASA FIRMS and OpenWeatherMap, assesses risk and delivers instant alerts.
QuadFrame Vision is an AI-powered video understanding engine that automatically extracts key frames from videos and generates high-quality captions in multiple styles using Gemma 4 on AMD ROCm, optimized for fast, containerized deployment.
A hybrid Track 1 AI agent that routes easy tasks to local deterministic solvers and escalates harder tasks to Fireworks models, reducing token usage while maintaining accurate batch task processing across 8 challenge categories.
AegisRouter is a risk-aware,token-efficient inference gateway.It solves only provably safe tasks locally, then routes uncertain or generative work to an evaluator approved Fireworks model. Clear the accuracy gate with the fewest recorded Fireworks tokens.
Veta is an autonomous AI agent swarm for visual, functional, and accessibility testing of Android apps and mobile web, featuring a complete sub-agent architecture running 100% of AI inference on AMD GPUs.
AI-powered GitHub PR review agent that analyzes code diffs using DeepSeek Coder on AMD Instinct MI300X GPU. Paste any PR URL and get instant structured code review with bug severity labels and fix suggestions.