# Unemployed Nerds

- **Event:** [Google DeepMind Bangalore Hackathon](https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon)
- **When:** Sat, Jul 11 at 9:00 AM – 10:00 PM (GMT+5:30)
- **Where:** Marathahalli, Marathahalli Main Road
- **Team:** [Sravan Krishna](https://cerebralvalley.ai/u/Sravankrishna), [Kavya](https://cerebralvalley.ai/u/Aera)
- **GitHub:** https://github.com/Unemployed-Nerds/kyc
- **Demo video:** https://youtu.be/gL2cfyWfl7I
- **Gallery:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/124

Veritas ID: Autonomous Multi-Agent Onboarding Platform

TrustFlow AI is an end-to-end, fully autonomous Know Your Customer (KYC) system designed to onboard users in seconds while maintaining strict regulatory compliance. It bridges the gap between a frictionless user experience and rigorous security by utilizing on-device machine learning and a backend powered by specialized AI agents.

Key Features:

Frictionless Mobile Frontend: Built with Flutter, the app provides a smooth onboarding flow for capturing government IDs and live selfies.

Real-time Liveness Detection: Integrates on-device ML Kit to run real-time facial liveness checks (tracking head movement, smiles, and blinks) to prevent spoofing and presentation attacks instantly.

Multi-Agent AI Orchestration: The FastAPI backend operates an autonomous event-driven architecture using multiple specialized AI agents:
- OCR Agent: Extracts and parses data from government IDs using Google Gemini Vision.
- FaceMatch Agent: Compares the verified selfie against the ID photo to confirm identity.
- Compliance Agents: Concurrently run Anti-Money Laundering (AML), Sanctions, and Politically Exposed Persons (PEP) checks.
- Risk Assessment Agent: Aggregates the findings of all agents into a unified risk score.

Automated Decision Engine: Automatically approves low-risk users in seconds, while flagging complex or borderline profiles to a dedicated Branch Manager Dashboard for manual human-in-the-loop review.

Technology Stack:
- Frontend: Flutter, Dart, Google ML Kit
- Backend: Python, FastAPI, Event-driven architecture
- AI Models: Google Gemini 3.5 Flash (Vision & Analysis)

The Problem it Solves:
Traditional KYC processes in fintech and banking are slow, expensive, and require massive manual compliance teams, often leading to user drop-off. TrustFlow AI solves this by automating the heavy lifting of identity verification and compliance checks, allowing institutions to scale their user base securely without scaling their headcount.

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