Start where the problem is specific.

Connect parametric CAD automation with engineering rules, RAG knowledge and MCP/API tools. The profile describes delivered fixture and aerospace-structure applications.

Study robot joints, machine-tool structures, stiffened panels and integrated cooling channels with CAD-connected feature-driven topology optimization.

Inspect insects, oil stains and tears against a patterned background. Reported case figures: up to 15 m/s, 0.25 mm² minimum area and <0.1% missed defects.

Apply online black-spot detection to TPU tyres, or high-speed rebound-apex measurement with individual quality reports to pickleballs.

Investigate crack growth, fatigue, creep, thermal stress and fluid–structure effects, connecting analysis with physical evidence.

Connect five-axis machining and additive manufacturing with static, dynamic, vibration and temperature-conditioned tests through the listed laboratory platform.