Engineering with context.

My background combines senior project management, software technology, enterprise systems, architecture, and integrations. Avehar is the portfolio and lab through which I document independent research and applied-AI projects.

My technical interests include agentic systems, traceable AI outputs, maintainable software, and public-interest technology.

AI education, project-based experimentation, and technical writing connect my engineering practice to broader questions about human-centered AI.

Personal research and independent projects presented through Avehar do not use proprietary employer source code, confidential documentation, customer data, credentials, or trade secrets belonging to an employer or third party.