Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.
Chaukidar is a multilingual AI safety audit platform that tests whether LLMs stay safe in South Asian languages like Urdu, Punjabi, Pashto, and Sindhi, comparing English, translated, and native-adapted prompts across high-risk categories.
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.
Generates accurate captions for short videos in four distinct styles—formal, sarcastic, humorous-tech, and humorous-non-tech—using AI-powered video understanding to create engaging, context-aware summaries with consistent formatting and tone.
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.
Attention-free language model training and inference engine written from scratch in HIP for AMD MI300X. Custom BitLinear (1.58-bit) quantized weights, int8 activations, and hand-written dp4a kernels tuned for the 64-thread wavefront architecture.
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.
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.
Production AI healthcare platform serving 869+ real users across 9 countries — 4 ML models + LLM on AMD MI300X via Fireworks AI, bilingual Hindi/English with WhatsApp alerts.
Maya is a real-time, voice-first AI speaking tutor — you talk, she listens and replies out loud, then instantly shows what you said, what you meant, and how a native speaker would actually say it.
Shadow QA is an autonomous testing agent that uses Vision-Language Models to navigate web apps, visually identify UI/UX bugs, and generate comprehensive QA reports without hardcoded scripts.
Pronounce AI helps broadcasters and journalists confidently pronounce unfamiliar names, places, and organizations. Powered by AI, it delivers phonetic guides, IPA, presenter tips, and intelligent caching for faster, more reliable newsroom preparation.
A Dockerized hybrid AI agent that routes benchmark tasks between a zero-token local Llama model and allowed Fireworks models, answering accurately while minimizing counted API tokens.
PADAYON helps Filipino students turn messy notes, photos, and questions into curriculum-aligned study materials, quizzes, visuals, and personalized explanations using Gemma, Fireworks AI, and learner memory.
Routes every task to the smallest Fireworks model that can handle it. Classification runs locally with regex rules, so routing costs zero tokens. Hard per-category output caps keep answers short. Same accuracy, about 60% fewer tokens in our tests.
Upload an MP4 to generate formal, sarcastic, humorous-tech, and humorous captions from audio and visuals. Blend styles with personalization; get auto-generated summaries, color-coded captions, and store all outputs in accessible database for user access.
RANSOM.WORM 🪱 A swarm of Graveyard Agents that roam GitHub at night, reviving abandoned repositories. Every audit, repair, and pull request is sealed to an immutable WORM ledger. No deletes. No rewrites. Only provable resurrection.
Voyage AI is an AI-powered travel planning platform that generates personalized itineraries, destination insights, weather forecasts, budget estimates, and smart recommendations to help travelers plan seamless trips worldwide.
AI-powered export intelligence for African traders. 5 agents fire in real time — live prices via Bright Data, regulations, logistics, buyer discovery, and profit margins. Know your margins before you ship
An AI-powered Repository Intelligence & Change Impact Viewer that analyzes uploaded code repositories, visualizes dependency relationships, enables AI-based repository understanding, and predicts the impact of code changes
VoiceLens is an AI-powered speech confidence coach that records your voice, transcribes it live, and delivers a detailed analysis of fluency, filler words, pace, clarity, and whether you should seek therapy.
MeetIQ is an AI-powered meeting intelligence platform that converts meeting audio into searchable transcripts, AI-generated summaries, action items, speaker recognition insights, and chatbot-assisted knowledge retrieval.
BobGuard is an autonomous QA agent powered by IBM Bob’s Full Repository Context. It eliminates the regression nightmare by mapping code dependencies, predicting ripple effects, and auto-generating targeted integration tests, saving 35% token costs.
Paste any Japanese text and get an instant AI-powered lesson — vocabulary, grammar, cultural notes, and native pronunciation. Built with IBM Bob as the core development partner across the entire SDLC. Available as a web app and Telegram bot.
XIO ProofOps Agent turns decks, contracts, policies, and voice transcripts into risk-ranked findings, verified citations, redlined safer language, hash-bound human approvals, and a downloadable DOCX proof pack. Compliance teams ship evidence, not chat.
Privai is a desktop AI workspace built around Gemini. Three focused spaces Coding, Learning, Business each with a Gemini agent that actually does the work: ships full apps from one prompt.
MindShield by BrainSNN is a 3D cognitive firewall for enterprise AI, using Gemini analysis, Veea Lobster Trap, and self-evolving defenses to detect manipulation, block unsafe prompts, and fuse multimodal knowledge.
Enhanced Hindi support in Qwen3-Omni-30B-A3B-Instruct using AI4Bharat datasets (ShrutiLipi, Rasa, Lahaja,QnA) and a custom LLaMA Factory variant for Hindi audio understanding. Audio output training was limited due to lack of official codec support.
YuhoLens is a 14B open-weight Japanese-finance LLM that ingests EDINET yuho filings and drafts cited equity memos through a 4-agent LangGraph composer, shipped with a reproducibility ledger and tuned for AMD ROCm inference.