Maturity Assessment

A framework for benchmarking an organization's maturity across observability, security, and AI/ML practices, vibecoded using spec-driven development and Claude Code. The maturity assessment framework uses a multi-agent architecture built with LangGraph and a local Ollama model for inference.

SmartAccess Capstone (academic exercise)

An academic capstone project completed as part of the Kellogg Product Management certification, built around a company offering a smart-building platform that cuts energy consumption and strengthens physical security, applying product management frameworks and methodology to bring the concept to market.

Log Optimizer

A product brief and prototype for cutting logging costs by identifying low-value, high-volume log data and recommending optimization rules before it hits observability pipelines.