Local diagnostic platform that correlates HAR traffic, MobileView logs and configuration evidence, and PCAP/PCAPNG captures to explain performance and network failures. Combines a deterministic rule engine with grounded AI analysis, privacy screening, interactive network maps, multi-format reporting, and Docker or standalone Windows distribution.

Safety-gated LangGraph system for configuring MobileView HUGS infant-protection environments. Converts site configuration sheets into validated intent, detects live drift, proposes a plan, requires human approval and administrator authorization before SOAP/SQL writes, then independently re-reads the system and produces an audit bundle.

Secure local operations portal that presents approved healthcare engineering applications as an interactive 3D constellation. Includes schema-validated hot-reload registration, live health polling, signed sessions, role-based access, one-time confirmations for service-impacting actions, loopback-only reverse proxying, and managed process controls.

Local citation-grounded assistant for a 959-document MobileView and AeroScout knowledge corpus. Uses BM25 retrieval, symptom-vocabulary query expansion, tool-assisted re-query, source citations, Mermaid diagrams, and DOCX/PDF export while keeping raw customer references out of shipped artifacts.

Desktop and online architecture-design platform for RTLS/HUGS environments. Expanded the original Tkinter + Graphviz builder with ELK auto-layout, a Next.js web implementation, shared configuration mapping, layout and PDF export APIs, URL-driven config loading, and professional SVG/PNG/PDF output generation for Cisco and Non-Cisco HA or singular deployments.

Local Python web application for analyzing Securitas MobileView environmental monitoring exports. Built a configurable rule engine to cross-reference asset and tag inventories, flag compliance and naming anomalies, drive interactive filtering dashboards, and export client-ready Excel reports for investigation and remediation planning.