AI/ML Enthusiast | Cybersecurity student | Developer Currently interested in • Artificial Intelligence • Generative AI • AI Agents • Machine Learning Open to internships, research oppurtunities
An agent that runs a pre-mortem on a new RFP by recalling past wins and losses from a persistent memory layer. Every risk it flags cites a real past bid, and outputs are checked so invented RFP IDs get caught. New bid outcomes are written back, so the next pre-mortem learns from them.
Ask a question out loud and get an answer grounded in your documents. Speech is transcribed, matched against a FAISS index, and reranked. If nothing clears the relevance threshold, it declines to answer instead of guessing.
Btech
Swami Vivekananda Institute of Technology · 7.5
Attendee · Oct 24, 2026