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chessarisilvio/README.md

Silvio Chessari

Full-stack engineer & AI infrastructure architect | NVIDIA P40/RTX 3050 stack | Embedded systems & Linux DevOps

Technical Stack

  • LLM Research: EAGLE/MTP/speculative decoding/MoE routing | NVIDIA P40 (sm_61) & RTX 3050 (sm_86) GPU workarounds
  • AI Infrastructure: Self-built stack with llama.cpp, ComfyUI, OpenCut, custom GPU monitoring (hw_usage.py)
  • Tools & Automation: Python/C++ scripts, systemd services, Playwright MCP, Scrapling, Freellmapi routing
  • Embedded & Hardware: Arduino R4 WiFi, ESP32, MQTT/Tailscale, OLED displays, HID protocols

Project Portfolio

ai-dashboard — Real-time GPU/CPU monitoring dashboard with agenda integration and idea generation
ai-influencer — LoRA-based synthetic influencer pipeline with face-consistency for social media
ai-home-assistant-hid-dashboard — Physical Arduino/ESP32 dashboard for local AI hardware monitoring
ai-model-selector — Physical ESP32 controller for intuitive local LLM model selection

GitHub Stats

  • 12 active repositories
  • 3,842 commits
  • 150+ stars
  • 42 forks
  • 18 CI/CD pipelines
  • 754 cybersec skills scoped
  • 2026-09-13 last update
🔧 🤖

Popular repositories Loading

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    Custom Device Tree overlay for MPI3501 3.5" TFT (ILI9486) on Raspberry Pi OS Bookworm (kernel 6.12+)

    Shell 1

  2. nava-fp8-comfyui-wrapper nava-fp8-comfyui-wrapper Public

    ComfyUI wrapper enabling FP8 inference of Baidu NAVA model on RTX 3050

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  3. integrazione-ideogram-gguf-in-comfyui integrazione-ideogram-gguf-in-comfyui Public

    ComfyUI nodes for Ideogram GGUF inference on 8GB VRAM.

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  4. ottimizzazione-vram-in-comfyui ottimizzazione-vram-in-comfyui Public

    ComfyUI VRAM optimizer that monitors and frees GPU memory after workflows

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  5. garden-irrigator-esp32 garden-irrigator-esp32 Public

    Smart ESP32 garden irrigator with Telegram alerts, temperature and humidity monitoring

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  6. pcb-esp32-nrf24 pcb-esp32-nrf24 Public

    Custom PCB for ESP32 + multiple NRF24L01 wireless modules — wireless sensor network