#include <stdio.h>
#include <stdint.h>
typedef struct {
const char* role;
const char* focus;
uint32_t coffee_consumed;
} Engineer;
int main() {
Engineer russell = {
.role = "Embedded Systems & AI Architect",
.focus = "Bridging bare-metal hardware with autonomous AI agents",
.coffee_consumed = 0xFFFFFFFF
};
printf("Building reliable tooling and bringing hardware to life.\n");
return 0;
}| Domain | Technologies & Frameworks |
|---|---|
| Embedded & Hardware | STM32, ARM Cortex-M/A, Renesas, RTOS, Bare-metal C/C++, KiCad PCB Design, HIL Testing |
| AI & Autonomous Agents | LangGraph (HITL), Dify, RAG (HyDE, Hybrid Search, MMR), VLM (MiniCPM-V), LLM Fine-tuning |
| Systems & Backend | Python, C, C++, Rust, FastAPI, Docker, CI/CD, Playwright Stealth Automation |
| Frontend | React, TypeScript, TailwindCSS |
Enterprise-grade AI Agent Framework
- Architecture: LangGraph-based
StateGraphwith async Human-in-the-Loop (HITL) interrupt/resume mechanisms. - Vision Engine: Dual-layer UI change detection using pHash perceptual hashing + VLM semantic diffing.
- RAG Pipeline: 4-layer retrieval optimization (Semantic Chunking → HyDE → Hybrid Search → MMR Reranking).
Desktop-class Quadruped Robot
- Hardware: STM32-based custom PCB, OLED expressive displays.
- Control System: Bare-metal C kinematics engine, autonomous obstacle avoidance, voice interaction.
LLM-powered PCB Design Assistant
- Integration: FastMCP and Qwen models for automated schematic and layout reviews.
- Impact: Programmatic DRC/ERC verification and intelligent routing suggestions.
High-performance C Utilities
- Features: O(1) thread-safe memory pool allocator, lock-free ring buffers.
- Target: Resource-constrained embedded environments requiring deterministic execution.
- 🌐 Portfolio: russellcooper.me
- 💬 Ask me about: Embedded Architecture, AI Agent Design, PCB Layouts, and Advanced Web Scraping.