Per-Hop Packet Loss: The Engineering Beauty of Low-Level Diagnostics
Parsing raw mtr output, identifying true network bottlenecks, and proving that fundamental systems programming still holds immense value.
Python
NMPL Pro – Evidence-Backed Packet Loss Diagnostics
Network diagnostic suite that separates real transport loss from ICMP noise, identifies the earliest credible affected segment, and generates ISP-ready evidence.
S.I.R.I.U.S: Reductionist Local Assistant Pipeline
A lightweight, Python-based personal assistant engine. Local-first architecture with text parsing, SQLite persistence, and WebSocket-driven UI.