Noosphera · Project lab
These builds are where emerging capabilities meet real constraints: state, permissions, observability, consent, data quality, evaluation, and human checkpoints.
BUILD → TEST → GOVERN → LEARN → REBUILD
From competition prototype to governed service-business system
A second-generation multi-agent squad for intake, personalization, scheduling, and loyalty reactivation—being rebuilt with clearer state, tools, observability, and deployment discipline.
Google / Kaggle AI Agents Intensive capstone
A selected Kaggle gallery project demonstrating a multi-agent customer lifecycle for a local service business.
Client-Linked Integration of Meteorological Activity
A real-time IoT-to-CDP pipeline that turns live weather conditions into consent-aware customer activation.
A practical toolkit for structured job-search work
A public GitHub project that packages repeatable research, résumé tailoring, and application-support workflows.
Shopping assistance + governed product-content production
Two connected experiments: an agentic shopping assistant and a product-page content builder grounded in commerce data and explicit content standards.
A Copilot Studio experiment in bounded coaching workflows
An exploration of how a fitness assistant can structure training context, progression, and user check-ins while keeping recommendations bounded and reviewable.
