3 posts on this page

• 2/1/2026 · 1 min read

  From Notebook to Production ML

  A practical workflow for turning experiments into maintainable ML services.

  • ML Engineering
  • MLOps
  • Systems

  By heissanjay

• 1/18/2026 · 1 min read

  Evaluation-Driven ML Releases

  A release workflow that treats eval quality gates as first-class deployment checks.

  • Evaluation
  • Quality
  • Release Engineering

  By heissanjay

• 12/9/2025 · 1 min read

  Observability for LLM Systems

  Practical telemetry patterns for tracing retrieval, prompts, and model outputs end to end.

  • LLM
  • Observability
  • Tracing
  • MLOps

  By heissanjay