Case Studies
Real projects running in production. Each case study covers the problem, solution, architecture, key decisions, and results.
CiscoTools.dev — Free Network Engineering Toolkit
Free web-based Cisco network engineering toolkit with 4 tools, an embedded AI chatbot, and a blog — config diff with auto-migration scripts, bidirectional IOS↔NX-OS translator, config sanitizer, config template manager, and contextual AI assistance. No signup required.
Multi-Platform Data Extraction Pipeline
Production scraping API with 10 endpoints extracting structured data from Google Maps, Amazon, Walmart, Indeed, Yelp, and Google SERP — deployed on RapidAPI, Apify, and Fiverr.
Autonomous AI Agent Orchestration
AI orchestrator managing 28 projects across 6 categories — SMS control from anywhere, daily morning digests, automated forex P&L reports, child session delegation, Upwork job scanning, weekly research agents, and an auto-blog pipeline from research to publish.
Automated Network Topology Documentation
Python CLI tool that parses Cisco IOS/IOS-XE running configs and auto-generates multi-layer draw.io topology diagrams with L1/L2/L3 views, VRF isolation, and HSRP pair visualization.
AI-Powered Content Generation Pipeline
Automated YouTube content pipeline managing 6 channels with 228+ videos produced — AI-generated scripts, text-to-speech narration, video assembly, semantic topic deduplication, OAuth resilience, and scheduled uploads.
Self-Hosted Uptime Monitoring Tool
Lightweight website monitoring tool with real-time dashboard, SSL certificate tracking, configurable alerts, and 11 REST API endpoints — self-hosted on a single machine with zero external dependencies.
Algorithmic Trading Systems
Two trading bots — crypto (Coinbase) and forex (OANDA) — with multi-indicator signal generation, backtesting engines, 7-layer risk management, and real-time SMS alerts. Currently paper trading with real market data.
Enterprise Network Diagnostic Dashboard
Enterprise-grade network diagnostic platform with ping, traceroute, DNS, port scan, SNMP polling, CDP/LLDP discovery, ARP table collection, and integrated SSH terminal — supporting batch testing of 500+ targets with real-time WebSocket updates.
NetBox MCP Server — AI Access to Live Infrastructure Data
Open-source Model Context Protocol server that gives AI assistants read-only access to NetBox infrastructure data — sites, devices, IPs, VLANs, circuits, and cable traces — without copy-pasting from the NetBox UI.
Modular IOS-XE Configuration Generator
Modular IOS-XE configuration generator with toggleable feature modules, live preview, IPAM integration via Google Sheets, and SQLite profile storage for consistent multi-site deployments.
Zero Touch Provisioning Server
Docker Compose stack for automated Cisco Catalyst 9200/9300/9500 provisioning — DHCP, HTTP config delivery, FastAPI config generator with Jinja2 templates, and a Next.js dashboard. Factory-reset to fully configured in under 10 minutes, no engineer on-site.
Cisco Networking AI Assistant
AI chatbot specialized for Cisco IOS/IOS-XE/NX-OS — embeddable widget for any website, contextual 'Ask AI' buttons integrated into ciscotools.dev, Claude Haiku backend via FastAPI with rate-limited free tier.
Real Estate Development Signal Aggregator
H3 hexagonal spatial scoring system that aggregates permits, rezoning, subdivisions, and property transfers to identify land development signals — with velocity tracking, spike alerts, and spatial adjacency scoring.
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