A multi-agent AI platform with 10 specialized, action-taking agents that turn real business requests into completed actions — built in 24 hours at the MONA GmbH AI Hackathon 2026.

Each agent is a full pipeline: real data in → LLM reasoning → formatted deliverable out:

• Ledger — connects to Gmail, fetches real invoices, extracts line items into a structured report
• Relay — generates optimised shift schedules from employee constraints
• Sentinel — validates German work permits against legal requirements
• Veritas — detects AI-generated CVs and certificate fraud
• Oracle — generates tailored interview questions from job descriptions
• ReelCraft — produces social media reels from text prompts (text-to-video)
• Pulse / Tally / Vantage — analytics, dynamic pricing, and competitive gap analysis
• Aegis — email security scanner detecting phishing and prompt injection

Gemini 2.5 Flash · Next.js 15 · LangSmith · Groq · Hugging Face · Google OAuth · Vercel

A production-grade, self-correcting RAG agent that visualizes its own reasoning as a live, interactive 3D graph.

Implements Adaptive + Corrective + Self-RAG in a single stateful pipeline:

• Adaptive routing — sends each query to the vector store, live web search, or a direct reply
• Corrective retrieval — grades retrieved documents, rewrites weak queries, falls back to web
• Self-checking — validates every answer for groundedness + relevance, loops back on failure
• Human-in-the-loop approval, per-node latency metrics, and LangSmith LLM-as-judge evaluation — every answer is cited and auditable

LangGraph · LangChain · LangSmith · FastAPI (SSE) · FAISS · Next.js + Three.js · Docker · CI/CD

A complete, cloud-deployed AI product: live telemetry, ML predictions, strategy simulation, and LLM analysis in one polished platform.

• XGBoost model forecasting win / podium probabilities from 2024–25 race data
• Monte-Carlo tyre-strategy simulator for pit-stop and compound decisions
• LLM race analyst (Llama 3.2) generating post-race breakdowns, with a rule-based fallback
• Real-time telemetry (speed / throttle / brake / gear) via OpenF1, plus automated session email reminders

Next.js 16 · React 19 · FastAPI · XGBoost · Llama 3.2 / Ollama · PostgreSQL · FastF1 · Docker

Not a template — a full WebGL experience engineered from scratch. A real-time 3D neural-network particle field, a holographic rotating globe, a Ctrl+K command palette, a working terminal emulator, and voice-command navigation.

Built to prove I sweat the details on the frontend as much as the model layer. Best experienced live.

React 18 · Vite · Three.js · Framer Motion · Web Speech API · Tailwind CSS

MONA-X — 10 action-taking AI agents for real business tasks (hackathon, 24h build)
AEGIS — Adaptive + Corrective + Self-RAG agent with a live 3D reasoning graph
Legal-Aid — Deployed RAG assistant over legal PDFs with source-attributed answers
SmartCourse Advisor — Multi-turn conversational RAG for course recommendations

Kahaani — Multimodal GenAI storytelling (LLM + TTS + text-to-video), published @ EACL 2026
F1 Nexus — LLM-powered post-race analysis inside a full-stack analytics platform

AEG-UDA — Novel Universal Domain Adaptation framework unifying all four UDA regimes
Stolen-Model Detection — Trustworthy-ML model-theft detector, 1st place (TPR@5%FPR = 0.76)
FedLearn-Opt — Benchmarking FedAvg, SCAFFOLD, FedGH & FedSAM on non-IID data

Vision3D — 3D landmark reconstruction from 2D images (ORB/SIFT, epipolar geometry, COLMAP)
Road-Damage Classification — Multi-label damage detection across ResNet50 / InceptionV3 / VGG16

AI Portfolio — WebGL portfolio with 3D neural field, command palette & voice navigation
EmployNet — HR self-service portal: attendance, leave & payroll (MERN)
TradeBiz — Real-time trading/bartering platform with live offers (MERN, Socket.IO)