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Smart CRM with AI

An AI-augmented CRM concept: automated lead scoring, conversation summaries, and semantic search over customer history. Helps sales teams focus on the highest-intent prospects.

The problem

Sales teams burned time on prospects who were never going to convert, and customer histories were too long to re-read before a call.

How I approached it

Automated lead scoring to rank the queue, plus conversation summaries and semantic search so customer context is readable in seconds.

Stack

Next.jsFastAPILangChainPostgreSQLQdrant

Need something similar? I take on client projects outside office hours — websites, web apps, and AI integrations.