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.
- 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.
| 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) |
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).
An ultra-low-latency, event-driven trading execution engine for MT5. It decouples an asynchronous M1 candle feed from a pure, synchronous
- GitHub: @www8351
- Environment: Operating primarily via PowerShell Terminal / Hardened Linux systems.
"No filler, no pleasantries — just clean architecture and deterministic performance."



