merx@baremetal:~$ systemctl status architecture-core.service --all
● architecture-core.service - High-Concurrency Infrastructure, Real-Time DSP & Autonomous Systems
Loaded: loaded (/etc/systemd/system/architecture-core.service; enabled)
Active: active (running) | Status: "Engineering High-Throughput & Fault-Tolerant Systems"
Uptime: 99.99% SLA | Workloads: [Bare-Metal Linux Clusters + Apple Silicon Metal]
I engineer high-concurrency infrastructure, real-time browser audio DSP engines, and autonomous AI systems. With 5+ years of mission-critical systems engineering, I specialize in designing and maintaining architectures that handle massive traffic, resist volumetric attacks, and run with rock-solid stability and zero cloud waste.
From administering bare-metal server clusters serving tens of thousands of active users daily under strict non-disclosure agreements, to developing sub-millisecond audio signal processing algorithms and embedded C/C++ touch interfaces—my focus is always on raw performance, resilience, and clean, type-safe execution.
- ☁️ High-Concurrency Bare-Metal & Cloud Infrastructure: Multi-server Linux clusters, DDoS traffic scrubbing, Nginx reverse-proxy caching, PostgreSQL query & WAL optimization, and continuous 99.99% uptime SLAs under heavy real-world load.
- 🎵 Real-Time Audio DSP & Graphics Engineering: Sub-millisecond browser pitch tracking (YIN, autocorrelation), multithreaded
AudioWorkletprocessors, and 60+ FPS synchronized WebGL/Canvas 2D note highway engines. - 🤖 Autonomous AI & Multi-Agent Orchestration: Goal-loop architectures, Model Context Protocol (MCP) tooling, persistent episodic vector memory, and self-remediating code pipelines.
- 📟 Embedded Firmware & Low-Level Systems: C and C++ embedded development, memory-constrained GUI layouts (LVGL), UART/Wi-Fi protocol communication, and hardware interrupt handling.
- 💻 Production Full-Stack Development: Strict type safety across TypeScript, Next.js App Router, Python (FastAPI), and modern relational database architectures.
| System / Role | Architecture & Mission-Critical Impact | Tech Stack |
|---|---|---|
|
🛡️ Confidential Online Platform Lead Infrastructure Architect & Admin Jan 2022 – Present (4+ yrs) • NDA
|
Core infrastructure leadership and operational stability for one of Poland's largest and highest-traffic online community forums (tens of thousands of daily active users, millions of archival & live discussions). Enforcing strict 99.99% uptime SLAs, real-time DDoS mitigation, zero-downtime database sharding/tuning, and server hardening under a formal Non-Disclosure Agreement. |
Linux Clusters • DDoS Defense • Nginx Reverse Proxy • PostgreSQL Tuning • Uptime SLAs
|
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🎸 Gryf Guitar Engine The Open-Source Rocksmith+ for Web Creator & Core Systems Architect
|
High-performance real-time browser audio DSP platform for electric and acoustic guitars. Built with sub-millisecond monophonic and polyphonic pitch tracking via custom autocorrelation & YIN algorithms, dedicated AudioWorklet threads, dynamic 60 FPS WebGL/Canvas note highway rendering, and zero-latency sound card integration.
|
TypeScript • WebAudio API • AudioWorklet • Canvas 2D / WebGL • Vite
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📟 Guition Smart Room Panel Embedded Firmware & Touch GUI Embedded Systems Development
|
Firmware and low-level graphic interface driver for Guition ESP32-based smart room touch control panels. Engineered with efficient memory allocation, LVGL display rendering, and robust event-driven UART/Wi-Fi communication protocols. |
C • C++ • ESP32 • LVGL • Hardware Interrupts
|
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🤖 Autonomous Multi-Agent AI Core Multi-Agent Framework & MCP Integration Autonomous Swarm Framework
|
Autonomous multi-agent orchestration architecture utilizing the Model Context Protocol (MCP). Implements goal-loop execution, persistent episodic vector memory, and self-evaluating deterministic safety guards with local model acceleration (Metal/MPS). |
Python • Model Context Protocol (MCP) • Local LLMs (Metal) • Hybrid RAG • Vector DB
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⚡ High-Throughput Query & Data Engine Database Optimization & Streaming Performance Engineering
|
High-performance query filtering and data aggregation platform built to handle complex multi-dimensional database workloads with sub-millisecond latency. Features custom indexing strategies, memory cache hierarchies, and streaming pipelines. |
Python • PostgreSQL WAL • FastAPI • Redis • Index Tuning
|
| Credential / Program | Issuing Organization | Scope & Specialization |
|---|---|---|
| 🏅 Google Cloud Innovator | Official Google Cloud developer track recognition & enterprise infrastructure preview | |
| 🤖 LLM Research & Beta Tester | AI Research Community | Red-teaming, adversarial prompt testing, and production evaluation of cutting-edge frontier models |
| ⚡ Gemini Enterprise Agent Ready | Enterprise orchestration of Gemini autonomous agents, groundings, and tool calling pipelines | |
| 🌐 Accelerated Computing Member | Google / NVIDIA | Accelerated GPU/Metal computing, neural networks, and edge model deployments |
| 🎓 Certyfikat - Umiejętności Jutra AI 3.0 | Google & SGH | Advanced practical AI integration, prompt engineering, and autonomous business workflows |
Looking for an elite Force Multiplier, high-concurrency infrastructure leadership, or deep systems engineering?
$ curl -X POST https://api.merx.dev/v1/contact \
-H "Content-Type: application/json" \
-d '{"client": "Founder / CTO", "need": "High-Concurrency Infra / Real-Time Systems / Autonomous AI"}'
HTTP/1.1 200 OK -> SLA: <24h response time | Direct Engineering Access