huggingface Applications

Boundary Forge

Boundary Forge helps enterprises safely deploy any LLM by automatically finding model failure boundaries, benchmarking risk, and converting failures into runtime guardrails. Demonstrated with Qwen 2.5-72B on AMD Cloud.

Thor v2 — RAG-Free Fitness Intelligence

Thor v2 fine-tunes Qwen3-8B on AMD MI300X to answer fitness questions from weights alone. No RAG. Citation keys are emitted inline and validated against a locked registry. 7,118 training examples. 14 population profiles. 100% JSON contract pass rate.

Agronomist

Resume Compact

An intelligent HR analysis system powered by FastAPI and local LLMs that automates resume screening and candidate evaluation.

ROCmPort AI

ROCmPort AI is a 5-agent pipeline that migrates CUDA kernels to AMD ROCm/HIP. It detects hardware-specific bugs hipify misses, compiles with hipcc, profiles with rocprof on real MI300X hardware, and iterates until the output is correct and optimized.

AssemblyMind

A real-time multimodal agent that reads your schematic and watches your workbench camera to catch wiring errors, reversed parts, and bad connections before power-on. Powered by AMD MI300X.

Urban Expansion Detector

Fine-tuned Qwen2.5-VL-72B on AMD MI300X to detect urban expansion from Sentinel-2 satellite imagery. Identifies built areas, estimates urban coverage fraction, and generates annotated corridor reports for transit infrastructure planning in India.

ROCmPort AI: Agentic Migration Suite

A 3-agent CrewAI pipeline powered by Qwen3 that automates scanning, patching, and benchmarking legacy PyTorch/CUDA repositories for native execution on AMD Instinct MI300X.

PaperHawk: Audit-Grade Document Intelligence

Multi-agent document intelligence that catches what RAG misses. 14 deterministic domain checks, 5+1 anti-hallucination layers, and a 5-tool agentic chat — running Qwen 2.5 on AMD Instinct MI300X via vLLM. Open source, MIT licensed.

APIlot: Intelligent API Navigator

APIlot is an AI-powered navigator that eliminates endless documentation scrolling. Drop an API URL, and it instantly extracts every endpoint and required parameter into a dynamic UI for rapid payload generation.

Raksha Setu: AI emergency bridge

Cardiac arrest causes brain damage in 4 minutes. Ambulances take 18. Raksha Setu is AI-powered emergency mesh that closes 14-minute gap, dispatching trained volunteers on site before ambulance arrives, guided in real time by Qwen running on AMD MI300X.

Hands for AI

An open-source agentic engine that drives Chrome through every available channel — DOM, accessibility tree, network interception, JS evaluation, multi-tab and multi-context. Each task graduates to a direct API call after first run. Linux + ROCm on AMD.

VICTOR - AI ER Triage

Voice-first AI triage agent that catches atypical cardiovascular presentations standard ER triage misses, especially in underserved populations.

MedSignal

MedSignal is a multi-agent clinical risk engine that detects emergencies from unstructured patient input using parallel AI agents, deterministic rules, and live FDA drug data — running on AMD Instinct MI300X in under 2 seconds.

PatchPilot AI

PatchPilot AI is an agentic debugging copilot for C++ game engine developers. It reviews multiplayer/networking source code, detects bug and performance risks, suggests fixes, and generates practical tests through a multi-agent

tests-tests

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RustVital-AMD

Zero-trust medical AI triage gateway in pure Rust. PII redaction before AI, Filecoin CID + Base L2 on‑chain audit. Ready for AMD MI300X.

AndesOps AI: Multi-Agent Tender Intelligence

An intelligent platform using a multi-agent orchestration engine to transform complex public bidding documents into actionable insights, risk scores, and ready-to-ship proposal drafts.

ROCmPilot

ROCmPilot is a multi-agent AI system that scans CUDA-first GitHub repos and generates ROCm migration findings, patch previews, validation plans, and reports.