Samir Mammadli
Menu

Work

Operational context, translated into governed change.

Narrative write-ups of the products: the problem, the research, the decisions that shaped them, and the honest result today.

Pilot candidate

Quoting a service business can trust

A quotation workflow for a small HVAC or local-service contractor: prices come from the business's own quote history, weak data triggers a refusal instead of a guess, and nothing reaches a customer without approval.

  • Python
  • Flask
  • SQLite
  • Anthropic API (wording only)
  • +1
Read the case study
Pilot candidate

RFP answers you can trace back to evidence

An AI-assisted proposal workflow where every drafted claim must point to a literal excerpt from an uploaded document, unsupported answers become visible gaps, and uploaded files are treated as untrusted input.

  • Next.js
  • TypeScript
  • Anthropic API
  • Word & PDF parsing
Read the case study