AI INTEGRATION / CONVERSATIONAL AUTOMATION

Meera AI Chatbot

AI sales chatbot prototype demonstrating deterministic lead qualification, scoring, and AI-assisted conversational responses.

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Node.jsExpressMongoDBGoogle GeminiVercelRender
01 — WHAT IT IS

The Problem & Concept

An AI-powered conversational sales assistant built with deterministic state-machine logic to qualify and score sales leads.

02 — WHAT WE BUILT

Engineering & System Architecture

Conversational backend service combining regex lead extraction, automated scoring (100pt scale), and Gemini-assisted Hinglish message rewriting.

03 — KEY FUNCTIONALITY

Core Capabilities & Workflows

  • Deterministic lead qualification flow using state-machine logic
  • 100-point automated lead scoring system
  • WhatsApp-style web conversation interface & admin panel
  • Gemini 2.5 Flash Lite integration strictly scoped to conversational style
04 — TECHNICAL SPECIFICATION

Technology Stack & Libraries

Node.jsExpressMongoDB AtlasGoogle GeminiVanilla HTML/CSS/JSRender.comVercel

Note: Live frontend link available; backend host on Render may undergo cold starts.

05 — RELATED SERVICES

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