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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
🔧 🤖

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