Vol. II · No. 01✦Cambridge · 52.2°N✦—✦Composed in the cold months
M·S
  • I–IIWork
  • III–VIAbout
  • VII–IXExperience
  • XWriting
  • XIPhotography
  • XIIContact
Colophon

Set in Fraunces & Instrument Sans. Hand-typeset in HTML and CSS. No frameworks were harmed.

Palette
© 2026

Muhammad Abu Sayeed
Cambridge · United Kingdom

— end —
§ X

Writing

Notes from the field — clean energy, applied AI, and craft.

  1. 15 · xii · 2025 · 8 min read

    Building Secure LLM Applications: OWASP Top-10 in Practice

    A comprehensive guide to implementing OWASP LLM Top-10 security guidelines in production AI systems, with real-world examples and code snippets.

    • AI Security
    • OWASP
    • LLMs
    • Best Practices
  2. 20 · xi · 2025 · 10 min read

    Designing Production-Grade RAG Pipelines

    Learn how to build robust RAG systems with vector databases, embedding optimization, and hybrid search approaches for maximum accuracy.

    • RAG
    • Vector Databases
    • LLMs
    • Architecture
  3. 10 · x · 2025 · 7 min read

    Automated Video Analysis with Computer Vision

    Building efficient CV pipelines for video annotation, object detection, and frame-level analysis using OpenCV and modern frameworks.

    • Computer Vision
    • OpenCV
    • Video Analysis
    • Python
  4. 5 · ix · 2025 · 6 min read

    FastAPI in Production: Best Practices

    Essential patterns for building robust FastAPI backends with authentication, validation, logging, and error handling.

    • FastAPI
    • Python
    • API Design
    • Best Practices