At Information Network Security Administration (INSA), I design and deploy production ML pipelines for security applications. My work has reduced model iteration cycles by 60% and sustained 99.9% production uptime.
I build streaming data pipelines and anomaly detection and classification models for security telemetry. I also maintain MLOps practices, including monitoring and drift detection, which have reduced production incidents by 40%.
As an independent AI/ML consultant, I deployed a RAG platform for a legal technology client and built a computer vision inventory service. My selected projects include a multi-agent research system and an enterprise knowledge platform for document question answering.
