AI experiences that feel calm, fast, and trustworthy.

I build AI-assisted workflows that stay calm under pressure: reliable behavior, quiet interfaces, and clear tradeoffs.

Focus: evaluation, privacy, and performance, often on device.

Selected work

Mneme

In progress

A personal memory workspace built to keep context close and portable.

Constraints: offline-first, low-latency search, transparent data model.

Decisions: local index, explicit sync, durable export formats.

Magic Folder

Prototype

A focused intake flow that keeps working directories clean and predictable.

Constraints: no background services, reversible actions, small surface area.

Decisions: rules-first routing, verbose audit trail, local-only operation.

Interests

  • Reliable AI behavior: evaluation, instrumentation, guardrails.
  • Performance, memory, and energy efficiency in UI-heavy apps.
  • Privacy-first on-device inference and data minimization.
  • Calm interfaces backed by clear information architecture.

Contact

Email is best.

Email me hello@andreychudnovskiy.dev