Why me

 What makes my approach unique?

Founder Mode

As a multi-time founder, I prioritize pragmatism, speed-to-impact, and aligning technical decisions directly with business outcomes.

Deep Systems Expertise

AHands-on capability from low-level systems programming (C/C++, Java) to cloud infrastructure (Terraform) and specialized media frameworks (Gstreamer/WebRTC)..

Full AI/ML Lifecycle

Experience building both the infrastructure required by AI systems and the AI applications (NLP, ML) themselves.

Patented Innovator

Co-Inventor of multiple patents related to signal ingestion, normalization, and real-time event detection..