Turning complex problems into intelligent systems - from enterprise GenAI and cybersecurity to smart home automation.
Build logs from the home lab, the workshop, and work.
I turned a discarded TP-Link Archer C6 into a travel router that tunnels every device back to my Mac Mini at home over IPv6 WireGuard, with a 5.6 KB mobile portal for joining hotel Wi-Fi in one tap.
How I went down the Multiboard rabbit hole right after unboxing my first 3D printer — printing core tiles, dual-snaps, custom tool racks, and turning dead wall space into an infinitely modular command center.
How I reclaimed 62% of my desk space and solved filament humidity by mounting the AMS Lite on the A1 gantry with structural truss stiffeners and an airtight dry capsule.
AI agents, home-lab hardware, and the occasional rescued router.
An intelligent smart-home assistant powered by LangChain + Gemini with 59 tools, live Home Assistant awareness, learnable skills, proactive Telegram automations, a voice assistant, and a full Next.js dashboard -- evolved from an n8n-based ambient intelligence system into a production AI agent.
LangChain · Home Assistant · Google Gemini · Next.js
A discarded TP-Link Archer C6 turned pocket travel router: in-kernel WireGuard over IPv6 back to a Mac Mini at home (beating CGNAT), plus a 5.6 KB mobile portal for joining hotel Wi-Fi in one tap.
OpenWrt · WireGuard · IPv6 · Shell CGI
A One Piece-themed habit tracker PWA where real-world actions raise your Bounty and train your Haki. A Gemini vision "Marine Verifier" checks photo evidence and returns a structured verdict before a voyage counts.
Gemini Vision · FastAPI · PWA · Docker
A desktop app that asks an LLM to plan how a messy folder should be renamed and sorted, shows the plan for review, and only moves files after you approve. Works with local models (Ollama, LM Studio) or Gemini via LiteLLM.
LiteLLM · Gemini · Ollama · Python
A Telegram bot that generates personalized AI images from text, voice, and photo inputs using Flux with custom LoRA adaptation, orchestrated entirely through n8n visual workflows.
n8n · Flux LoRA · Replicate · Supabase
A Mac Mini-powered home server running 15+ containerized services (Plex, Ollama, Coolify) alongside a Bambu A1 3D printer integrated into Home Assistant for smart monitoring and custom prints.
Docker · Mac Mini · 3D Printing · Home Assistant
Building the future of AI and cybersecurity.
Built a configurable Multimodal RAG pipeline, human-in-loop command generation with pydantic models for API integration, and context entity management. Developed AI agents for personalized telco billing support and product recommendations.
Spearheaded production GenAI enterprise apps (RAG-based search, data insights agents, content creation) on Azure and led InsightsGen, a GenAI accelerator driving multiple client wins. Filed 2 US patents. Built Graph-based anomaly detection for Azure IAM, Federated ML on blockchain, and an NLU pipeline for clinical trial document extraction.
Trained deep learning models for Phishing URL and DGA detection (patented), reducing phishing attacks by 25%. Built phishing campaign detection using Neo4J graph algorithms and ML services via Flask APIs. Developed just-in-time IAM access systems, cloud security controls, and oversaw SAAS security architecture.
Innovations in AI-powered data analysis and visualization.
A system for processing relational database data using generative AI language models to extract insights and generate visualizations from user queries.
A method for generating dashboards from images using machine learning techniques including object detection, OCR, and natural language processing.
Agents first: what I build them with, and what I ship them on.
Agents that use tools, keep memory, and hand off to humans when it matters.
Used in: HomeBotAI · PDF Deep Agent · Amdocs Telco AI
Beyond code -- bikes, builds, and things I make with my hands
