Revix Labs

I’m a senior software engineer with 10+ years building production cybersecurity platforms, backend systems, ML pipelines, and large data ingestion infrastructure. I focus on delivering complex AI powered products from architecture through production deployment.

I specialize in malware analysis, edge inference, asynchronous processing, and high volume data systems—turning raw files into actionable intelligence. I’ve led efforts that improve system throughput, reliability, and overall operational performance.

As Lead Software Engineer / AI/ML Engineer at PCEF, I developed and deployed AURA, a lightweight neural network malware classifier using normalized PE file features and TensorFlow Lite for edge devices. I built and scaled Traceix, an AI powered cybersecurity analysis platform serving 18k+ monthly users, processing 250k+ monthly requests, and supporting 500+ agents.

Earlier at Internet 2.0, I architected and built a cloud native malware analysis platform processing 12,000+ daily submissions with 99.99% uptime, and reduced backend task execution time by 80% using optimization, caching, load balancing, and resource aware scheduling. I also hired, mentored, and led a team of 6+ engineers while building scalable ingestion, unpacking, classification, metadata extraction, and reporting pipelines.