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www8351/ReadMe.md

Hi, I'm www8351 👋

SaaS Developer | DevOps & IT Engineer

Systems-focused engineer specializing in building high-availability infrastructure, deterministic automation, and performance-critical applications. I design software from the ground up with a focus on eliminating latency, enforcing operational resilience, and maintaining strict information security.


⚡ Technical Domain

  • Core Backend & Automation: Expert-level Python, advanced Linux/Bash scripting, and robust API design (REST, WebSockets).
  • DevOps & Infrastructure: Docker containerization, network hardening, server provisioning, and single-host VPS optimization (Vercel + Vultr pipeline).
  • Trading Engineering: Event-driven architecture, asynchronous data polling, low-latency execution loops ($O(1)$ complexity), and local broker IPC caching.

🛠️ Core Stack & Tools

Category Technologies
Languages Python 3.11+, Bash, SQL, PowerShell
Infrastructure Linux (Hardened/Debian), Docker, Docker Compose, UFW, SSH Hardening
Cloud & Hosting Vultr, Vercel, AWS (Migration Experience)
Trading & Hardware MetaTrader 5 API, HiveOS (ASIC/Crypto Operations)

🎯 Engineering Philosophy

Production-Ready by Default: Every codebase is written with exhaustive error handling, strict validation layers, and dependency injection to guarantee full offline testability.

  • Zero Allocation Churn: Optimizing critical paths to avoid garbage collection spikes and CPU bottlenecking.
  • Decoupled Architecture: Using asynchronous background workers to ensure blocking I/O or remote IPC never halts execution.
  • Information Security: Enforcing absolute privacy, open-source compliance, modified SSH access, and fail-safe local data environments.
  • Strict Lifecycle Protocol: All systems are strictly documented and updated using explicit file-based version tracking (STATUS.md, DECISIONS.md, PROGRESS.md).

📈 Featured Architecture Profiles

An ultra-low-latency, event-driven trading execution engine for MT5. It decouples an asynchronous M1 candle feed from a pure, synchronous $O(1)$ state machine, utilizing thread-isolated state caching to eliminate blocking IPC round-trips.


📬 Connect With Me

  • GitHub: @www8351
  • Environment: Operating primarily via PowerShell Terminal / Hardened Linux systems.

"No filler, no pleasantries — just clean architecture and deterministic performance."

Pinned Loading

  1. 5-DevOps-Toolkit 5-DevOps-Toolkit Public

    24 single-purpose Bash + Python DevOps scripts built on one shared engine. Files, users, system, networking/SSH, Docker & AWS — each tool guarded with --help, dry-run, root checks. Includes a cross…

    Shell

  2. Docker-DevOps-Tooling Docker-DevOps-Tooling Public

    Production-grade Docker toolkit: declarative docker-compose stack, typed Python CLI (dockerctl/Typer), single Taskfile entrypoint, GitHub Actions CI. Refactored from old interactive bash menus int…

    Python

  3. Linux-Hardening-and-System Linux-Hardening-and-System Public

    Small system tasks as safe, testable Python — non-interactive Typer CLI, no shell injection

    Python

  4. MLops-AWS-Go-Infrastructure MLops-AWS-Go-Infrastructure Public

    Highly-available MLOps serving infra: Terraform AWS EKS (GPU node group) + low-latency Go inference microservice (distroless, Prometheus)

    Go

  5. Vertex_Command_Showcase Vertex_Command_Showcase Public

    Full-stack trade-execution & copy-trading SaaS — React 19 · Three.js/WebGL · Express 5 · Drizzle/Postgres · Stripe. Real-time broker WebSockets, copy + risk engines, Docker/nginx. Env-driven secrets.

    TypeScript