Selected engineering work
Projects
Five projects with their architecture, engineering decisions, current status, and limitations.
Verifiable AI · release control
Agent Integrity
A deterministic release-control engine that checks AI responses against recorded evidence, decisions, and signed receipts before release.
AI agent reliability · AI security
Agent Review Control
The public Contract + Evidence + Verdict architecture for controlling and reviewing AI coding-agent work.
Automation · APIs · structured data
CyberFlow Sentinel
A cybersecurity media platform that processes 50+ articles a day. Content produced through the system reaches about 10,000 weekly viewers.
Python · networking · security
Packet Sniffer
A Python and Scapy packet-analysis CLI with BPF filtering, protocol inspection, detailed views, and PCAP export.
Backend · media processing
VideoGen Pro
A Flask application that combines browser-managed assets, Whisper transcription, background rendering, and live progress reporting.