Tools

Tools. #

I build focused tools that use AI to support human learning, judgment, and agency.

Primary tool

SlangShot #

SlangShot helps language learners understand slang, tone, and real-world usage in context without replacing the learning process.

  1. Uses the smallest sufficient model where practical
  2. Augments rather than replaces human teachers and tutors
  3. Respects privacy-preserving design
  4. Preserves learning rather than short-circuiting it
How SlangShot preserves learning

SlangShot is framed as support for context, tone, and usage, not a replacement for practice, recall, or human feedback.

Visit SlangShot →

Future tools

Responsible AI Tools #

Lightweight tools for AI adoption planning, governance documentation, user profiles, evaluation checklists, and responsible rollout.

In development