With 15+ years of experience, I specialize in self-hosting, AI automation, and Vibe Coding – building applications using AI-powered tools like Google Antigravity, Dyad, and Cline. From homelabs to enterprise solutions.
AI integrations and productivity tools
Why I Built This Gateway I run multiple local LLM backends in my homelab—Ollama for quick inference, LM Studio for testing different models, and vLLM when I...
Why I Started Running Large Models Locally I needed a 70B parameter model running on hardware I actually own. Not cloud credits, not API calls with usage...
Why I Built an Automated Quantization Pipeline I run several AI workloads on my local Proxmox cluster and Synology NAS. When a promising new model drops on...
Why I Started Looking Into This I run Ollama on a Proxmox VM with GPU passthrough, using a single RTX 3060 with 12GB VRAM. My workflow involves switching...
Why I Started Tracking Token Costs I run several self-hosted LLM instances on my Proxmox cluster—mostly for internal automation, content processing, and some...
Why I Built This I run multiple Ollama models locally on my Proxmox server—some small and fast, others larger and more capable. The problem I kept hitting...
Why I Started Benchmarking Local LLM Inference I run Ollama and LM Studio on my home server because I need AI models that don't send my data to external APIs....
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