⚙Engineering & Development

Reviews code for quality, clarity, and correctness.

Diagnoses failures with forensic care.

Designs scalable, coherent system structures.

Automates infrastructure, deployment, and reliability.

Builds and integrates ML/LLM systems into products.

Implements polished, accessible, performant UIs.