Posts

All the articles I've posted.

• From Notes to Knowledge: How I Designed TopRecall's AI Study Pipeline

  Published:Feb 23, 2026 |  at 04:45 PM | 6 min read

  A practical look at how TopRecall turns notes, audio, and study files into quizzes, feedback loops, and long-term retention workflows.

• The Data Engineer's Guide to Building AI Products That Don't Fall Apart

  Published:Jan 17, 2026 |  at 02:20 PM | 6 min read

  A practical architecture guide for building AI products on top of reliable data, measurable behavior, secure access, and production-grade feedback loops.

• Handling Complex Schemas with AWS Amplify

  Published:Dec 1, 2025 |  at 09:00 AM | 5 min read

  Strategies for managing complex data schemas in AWS Amplify applications using GraphQL and AppSync.