AI Lead Pipeline — Telegram to MERN Dashboard
An AI-driven lead management pipeline that captures unstructured leads from Telegram, extracts and validates data with Google Gemini, and surfaces everything in a real-time MERN dashboard.
The Challenge
What needed to be solved
Lead collection was a manual, inconsistent process spread across Telegram conversations. Unstructured messages containing links, deadlines, and notes required manual formatting, validation, and duplicate-checking before they could be tracked — costing time and causing missed follow-ups.
What We Built
Built a hybrid AI-powered lead pipeline combining a Telegram bot, Google Gemini for extraction, Python automation, and a MERN dashboard. Natural-language messages sent to the bot are automatically parsed into structured lead records, validated, checked for duplicates, stored in MongoDB, and synced instantly to a searchable React dashboard.
Gallery
Project Screenshots
Stack Used
Technologies & Tools
Outcomes
Results & Impact
Converts natural language into structured lead data using Gemini AI.
Checks URLs and prevents duplicates before storage.
New leads appear instantly in a searchable, responsive MERN dashboard.
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