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chessarisilvio/README.md

Silvio Chessari

AI Infrastructure Engineer | LLM Researcher | Embedded Systems Specialist

Stack Technologies
LLM llama.cpp, GGUF, Qwen3.5, LoRA, MoE routing, low-VRAM optimization
Infrastructure NVIDIA Tesla P40 (sm_61), RTX 3050, CUDA workarounds, Docker, Tailscale
Embedded ESP32, Arduino R4 WiFi, MQTT, HID, OpenClaw gateway
Automation Bash pipelines, systemd, Playwright, Obsidian vault hooks

🔬 LLM Research & Development

  • mini-phase-twin-30b-low-vram-gguf – Low-VRAM GGUF model for consumer GPUs (Tesla P40)
  • auto-quantization-pipeline-gguf – Automated benchmarking and quantization for Q4_K_M/Q5_K_S
  • 4-agent-wrappers-on-qwen3.6-27b – Multi-agent routing and inference optimization

🏗️ AI Infrastructure

  • ai-gateway-in-prod-alternative-concrete-a-litellm – OpenAI-compatible gateway for NVIDIA consumer hardware
  • ai-home-assistant-hid-dashboard – Physical dashboard for local AI stack monitoring
  • ai-model-selector-physical-controller – ESP32-based model selection interface

🛠️ Tools & Automation

  • auto-vault-journal – Obsidian vault auto-update via Claude Code hooks
  • dictate – Local Whisper dettatura for Claude Code (Italian support)
  • add-video-input-support-to-llamacpp-mtmd – Video frame acquisition for LLM inference

💡 Embedded & Hardware

  • ai-influencer-pubblicazione-social – Social media pipeline with LoRA face-consistency
  • ai-dashboard – Web dashboard for GPU monitoring and task automation

GitHub Stats

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