| I believe in architectural minimalism with deterministic reliability - every line of code must earn its place through measurable value, not feature-rich design patterns. I build systems that work predictably in production, not demonstrations of architectural sophistication. My approach is surgical: target the exact problem with minimal code, reuse existing components rather than building new ones, and resist feature bloat by consistently asking whether each addition truly serves the core purpose. I primarily focus on effective ways to collaborate with AI: Disciplined AI Software Development Methodology Working for Beasr | 
| AI & Prompt Engineering 
 | Machine Learning & Development 
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AI & Machine Learning • Performance Optimization • Security Validation • System Architecture • Technical Writing



