Available for engineering projects & collaboration

Building robust automation engines & interactive web systems.

Full-Stack & Systems Automation Engineer. Specializing in high-performance backend pipelines, resilient media extraction architectures, reverse engineering, and polished web interfaces.

4+ Core Automation Pipelines
0% Re-encode Waste (Zero-CPU Mode)
400+ Monte Carlo Sim Iterations/Hand
100% Static Edge Cloudflare Ready

Developer Console Emulator

Query developer data directly via simulated command line. Click commands or type below.

ryan@cloudshell: ~/portfolio (sh)
ONLINE
Try clicking one of these quick queries:

Featured Projects & Implementations

Real-world systems spanning full-stack web apps, automation pipelines, and static code deobfuscation.

Full-Stack Application

unkproj Casino & AI Intelligence Suite

Multi-tiered web application featuring Texas Hold'em with real-time Monte Carlo probability calculation (400 sim iterations/deal), Royal Blackjack with basic strategy advisor, zero-asset Web Audio API synthesized soundscapes, and OpenRouter multi-model LLM integration.

Flask SQLite Web Audio API Monte Carlo Sim OpenRouter API
Backend Pipeline

Stream & Video Extraction Engine

High-resilience media extraction pipeline with automated 403 Forbidden bypass utilizing byte-range headers and client impersonation. Incorporates dynamic M3U8 HLS segment aggregation, zero-processing direct remuxing for near-zero CPU overhead, and multi-source resolvers.

Python yt-dlp FFmpeg Remux HLS / M3U8 Anti-Bot Bypass
Automation Pipeline

AutoClip Batch Rendering Pipeline

Automated background processor engineered to extract, slice, and reformat long-form video archives into curated short-form clips. Handles background worker task scheduling, persistent logs, and seamless format standardization.

Python FFmpeg Batch Processing Bash Scripting Automation
Reverse Engineering

AST Lua Deobfuscator & Memory Dumper

Static analysis and decompilation framework created to unpack complex obfuscated Lua bytecode. Features control-flow flattening resolution, dynamic constant decryptors, trace-to-code reconstructors, and clean code reporting.

Lua Python AST Bytecode Analysis Control Flow Recovery

Engineering Activity & Changelog

Real-time log of system optimizations, reverse engineering breakthroughs, and architectural milestones.

SECURITY Sep 28, 2026

Edge Authentication & D1 Session Gate Deployed

Architected PBKDF2 Web Crypto authentication engine and Edge Middleware route protection directly on Cloudflare Pages and D1 SQLite.

OPTIMIZATION Sep 24, 2026

Zero-Processing Remuxing Architecture Validated

Optimized HLS segment aggregation pipeline with direct FFmpeg copy remuxing, eliminating server re-encoding overhead and dropping CPU load to near 0%.

REVERSE-ENG Sep 18, 2026

AST Control Flow Flattening Solver for Lua 5.1

Engineered state machine recovery pass using Python AST traversal to reconstruct original linear execution blocks from obfuscated bytecode.

Core Arsenal & Stack

Pragmatic technologies used to build resilient, maintainable, and low-latency software.

Backend & Architecture

  • Python (Asyncio, Flask, Multiprocessing)
  • RESTful API Architecture & Webhooks
  • SQLite / SQLAlchemy Schema Design
  • Task Scheduling & Job Queues

Media & Scraping Automation

  • FFmpeg Zero-Copy Remuxing & Transcoding
  • yt-dlp Core & Custom Extractors
  • HLS / M3U8 Stream Parsing & Stitching
  • Anti-Scraping / WAF / 403 Bypass Protocols

Frontend & Interactive Web

  • Modern Vanilla JavaScript (ES6+, DOM, Async)
  • Web Audio API Synthesizers
  • Responsive CSS3 Grid/Flexbox Layouts
  • Edge Static Sites (Cloudflare Pages)

Analysis & Tooling

  • Lua Bytecode & AST Analysis
  • Linux CLI / Bash Orchestration
  • Git Version Control & CI/CD Pipelines
  • LLM Multi-Model Orchestration (OpenRouter)

Let's build something remarkable.

Need an automation pipeline, a full-stack web tool, or specialized technical solutions? Reach out directly.

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