Samir Mammadli
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Products

Tools for specific operating decisions.

An honest inventory of concepts, prototypes, demos and pilot candidates. Status labels describe current maturity, not ambition.

  • Pilot candidate · 3

A controlled quotation workflow for service businesses, from lead intake through human-approved quote generation.

Small service businesses lose leads when quotes are slow, and lose margin when prices are inconsistent — pricing often lives in one person's head, with no record of why a number was given.

  • Python
  • Flask
  • SQLite
  • Anthropic API (wording only)
  • +1
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A consent-aware feedback and neutral review-invitation workflow for HVAC and local-service businesses.

Service businesses hear from customers in scattered places and rarely turn that feedback into fixes — and many review-request tools quietly filter who gets asked, a practice review platforms prohibit.

  • Django
  • PostgreSQL
  • Redis
  • Celery
  • +1
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RFP Response Generator

Pilot candidate

An AI-assisted document-response workflow built around evidence verification and controlled uploads.

Responding to RFPs is slow and error-prone — teams spend more time hunting for the right source information than writing, and unverified claims create real risk.

  • Next.js
  • TypeScript
  • Anthropic API
  • Word & PDF parsing
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