Talks

Designing AI to Scale Human Thought

📍 AI Engineer World’s Fair, San Francisco
🗓️ Jun 3, 2025

  • Why we should build AI for human augmentation in a presently automation-based landscape
  • UX patterns (blind spot detection, cognitive partnerships, proactive guidance)
  • Design principles (trust framework, progressive enhancement)


Concepts for Reliability of LLMs in Production

📍 Google Developer Workspace, Singapore
🗓️ Oct 11, 2023

  • Concerns with utilizing LLM APIs in production ML systems
  • Swiss cheese strategy for reliability in LLM-enabled applications
  • Compartmentalization, explainability, online guardrails, offline testing, human evaluation
  • Examples / case studies
Slides