Portfolio site for Michael Rawls, Jr. -- Python developer, AI innovator, and cybersecurity student based in Houston, TX.
24 years across operations management, electrical work, commercial solar, and systems installation. Taught myself Python in 2024. Built 190+ utilities and 11 standalone production systems in under a year.
Along the way I discovered AI Inline Learning -- a novel pattern for persistent AI agent collaboration through inline code comments. Research-validated against 30+ academic papers. Reduces repeated AI coding errors by 60%+ with zero infrastructure required.
Observability -- Eye-Witness: unified structured logging, error tracking, and distributed tracing for Python CLI apps.
Code Intelligence -- CodeGraphX: tree-sitter powered codebase analysis with 14 CLI commands and Neo4j graph storage.
Security Tooling -- BinaryGuard (binary/file scanning) and DreamExtractor (data extraction and domain analysis).
Data Pipelines -- pipeline_suite (orchestrated ETL with feed handling) and unified_url_toolkit (DNS, WHOIS, TLS in one pipeline).
SEO & Web Automation -- SEOIndexerBOT (93.5% success rate), LinkTools v3.0 (26 plugins, 10K+ URLs/day), and a production web scraping ecosystem with a 200M+ URL intelligence database.
AI Inline Learning -- Documented methodology, academic research comparison, before/after examples, and metrics showing 60%+ error reduction.
Python -- BeautifulSoup -- Scrapy -- Selenium -- aiohttp -- pandas -- Flask -- FastAPI -- Celery -- PostgreSQL -- structlog -- OpenTelemetry -- tree-sitter -- Neo4j -- PowerShell -- Git
- GitHub: github.com/MRJR0101
- LinkedIn: linkedin.com/in/michael-rawls-jr
- AI Inline Learning: github.com/MRJR0101/AI-Inline-Learning
- Email: rawlsjrm@gmail.com
Plain HTML and CSS. No frameworks, no build step, no tracking. Single file: index.html.