– Result of Two Hackathons –

Our problem statement: “How might we design AI-powered solutions that help local and multilingual communities in Singapore assess information credibility, understand context, and make informed decisions — especially during times of uncertainty?”

Hackomania 2026 (in-person; 24h):

Built a Telegram bot that analyses text, images, audio and video for likely harmful signals. We used locally-trained SEA-LION Guard model for deterministic content detection and ADK-based agent pipelines with Gemini API.
Hackomania Link

Gemini Live Agent Challenge (online):

Orchestrated Gemini Live Agent and Groq to give real-time detection and explanation to fraud/unsafe content. Used Google Cloud servless backend to host website that YOU can use right now!
Devpost Link Here

Future iterations

However, the journey isn’t over. Future iterations include: group chat invocations and increased security and privacy protections and full prediction engine implementation!