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numberw8835/README.md
numberw8835

$$ \delta S = \delta \int \mathcal{L} , dt = 0 \quad \cong \quad \min_{P} \mathcal{O}(M[P]) $$

"The universe computes by the principle of least action.
We may never match the simulation, but our code should strive to approach it."


$ whoami

Computer Science & Engineering student and systems enthusiast focused on high-efficiency architectures, bare-metal firmware, and automation workflows. Driven by the principle of least action: zero unnecessary overhead, deterministic execution, and automating everything twice.

  • 📍 Focus: Low-latency systems, edge AI & embedded hardware-software interfaces
  • ⚡ Current Endeavor: Embodied AI edge inference (Llama 3.2 + Whisper) on bare-metal RP2040
  • 🛠️ Methodology: Eliminate computational waste, automate repetitive pipelines

Featured Systems & Projects

Project Description Stack
Smart-home-AI-system Embodied AI smart home system bridging local LLMs (Llama 3.2) & Whisper with ESP8266 Wi-Fi and bare-metal RP2040 Pico C firmware via hardware flow control. C RP2040 ESP8266 Llama 3.2 Whisper
Octoback High-performance local file backup and tracking tool engineered for low overhead and deterministic archiving. Python Systems Tooling CLI
stringen Minimalist, zero-dependency C utility for high-throughput algorithmic string generation and security tooling. C Algorithms Low-Level
Automation & Workflows Autonomous event-driven pipelines orchestrating webhooks, system daemons, and micro-services. n8n Bash CI/CD

Toolchain


Activity

Contribution Snake

GitHub  ·  Email


"Minimizing the action, one commit at a time."

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