Demos

Can you really trust what an LLM tells you? Built a real-time trust scorer that catches stale and contradicted claims using retrieval, embeddings, and a domain-aware Topic Velocity Model.

What if an AI could clone your personality from your own writing — then argue the opposite side of your biggest decisions back at you? That's exactly what this does.

Is that NBA contract actually worth it? This engine runs 10,000 Monte Carlo simulated seasons and returns a SIGN / NEGOTIATE / AVOID verdict. Built at Hacklytics 2026.

A mental wellness companion that actually listens — uses emotion detection and voice analysis to respond like a therapist, not a chatbot.

Interactive efficient frontier explorer — pick your assets, set constraints, and watch the optimal portfolio form on a Plotly chart in real time.