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LinkBee - AI LinkedIn Agent

Chrome Extension acting as your personal technical career coach and executive assistant for LinkedIn.

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Chrome ExtensionGemini 2.5 FlashViteJavaScriptTailwind
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LinkBee is a powerful Chrome Extension that acts as your personal technical career coach. It scans your messaging inbox, analyzes conversations using Google Gemini AI, and identifies high-value opportunities to follow up—ensuring you never drop the ball on a recruiter, peer, or lead.

The Challenge

Job seekers and professionals struggle to manage hundreds of LinkedIn conversations. High-value opportunities (recruiter messages, referral asks) often get lost in the noise, and "dead threads" are rarely revived effectively because manual tracking is impossible at scale.

The Solution

I built a Chrome Extension powered by Google Gemini 2.5 Flash. It utilizes a Service Worker to scan the inbox, auto-scrolls to find old chats, and applies a fuzzy-matching algorithm to locate specific people. The AI classifies chats into 7 strategic playbooks (e.g., "Recruiter Recovery", "Strategic Pivot") and drafts context-aware replies.

⚡ The Impact

Transforms a chaotic social inbox into a prioritized Sales Pipeline. Features "Smart Navigation" that handles LinkedIn's complex SPA architecture without reloading, automated confidence scoring, and context-aware draft suggestions.

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