Video intelligence with Q-learning — analyze sales calls with 3-channel Gemini multimodal analysis, store insights in Qdrant with Q-learning feedback

Ambient stress detection agent that monitors developer fatigue via webcam and autonomously takes over GCP Cloud Shell or browser tasks when stress threshold is crossed. Powered by Gemini 3 Flash vision, Railtracks orchestration, and Augment Code codebase context.

AI-powered bedroom stylist that analyzes room photos, generates designer makeover plans with real shoppable products from Amazon, Target & IKEA — all within a user-specified budget.

Builds an autonomous iterative research loop that narrows a wide uncertainty/exposure range toward a user-defined target by issuing Google searches, extracting evidence from results, re-estimating the range from accumulated evidence, and repeating until converged. Use when the user wants to implement autonomous research that progressively reduces uncertainty toward a quantified goal — risk analysis, market sizing, due diligence, literature review, or any domain where a wide estimate must be narrowed with real evidence.