TECHNICAL_NOTES // ARCHIVE
Technical notes and research logs from my experience in engineering, software development, 3D printing and artificial intelligence.
ARCHITECTING NEURAL MESHES FOR INDUSTRIAL AUTOMATION
Implementing localized LLMs for real-time decision-making in manufacturing environments. Deep dive into optimization techniques.
OPTIMIZING THREE.JS RENDERING FOR MOBILE CAD VIEWERS
Performance optimization techniques for complex 3D models on mobile devices. WebGL memory management and draw call reduction strategies.
CUSTOM KLIPPER MACROS FOR MULTI-MATERIAL SEQUENCING
Advanced macro automation for coordinating multiple material types in a single print job. Hardware integration and failsafe mechanisms.
LEAN METHODOLOGIES IN SMALL-SCALE PROTOTYPING LABS
Adapting lean manufacturing principles to research and development environments. Maximizing output with minimal resource overhead.
SENTIMENT ANALYSIS ON TECHNICAL DOCUMENTATION
Using NLP models to extract intent and emotional context from engineering specifications. Application in user-centric design iteration.
DESIGN SYSTEM TOKENS FOR INDUSTRIAL DASHBOARDS
Creating scalable, maintainable design tokens for complex monitoring interfaces. Color theory and readability in high-stakes environments.
RESIN VS FILAMENT: TOLERANCES FOR GEAR ASSEMBLIES
Comparative analysis of material properties in mechanical assemblies. Tolerance stackup and long-term durability considerations.