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Md Mahiuddin

Notes & Case Studies

Practical notes on designing AI products, building reliable systems, and solving problems from first constraint to production.

Writing Structure

How I document a case study

  1. Context: What was happening and who was affected?
  2. Constraint: What made the problem difficult?
  3. Approach: What did I design, test, and decide?
  4. Result: What changed and what did I learn?