Instagram AI Assistant Case Study

Project Overview & Problem Statement

Content creators and social media growth managers spend hours manually engaging with niche Instagram posts and reels to build audience visibility. Traditional bot scripts often get accounts restricted due to unnatural speed, static request timing, and aggressive API spam.

Technical Solution & Architecture

Engineered a Manifest V3 Chrome Extension that automates Instagram engagement directly inside the user's active browser session. By operating locally on client hardware, the extension uses human-like randomized execution delays, DOM mouse event simulation, and custom rate-limiting algorithms to protect account security.

Key Deliverables & Engineering Scope

• ✔ Manifest V3 Chrome Service Worker architecture for background task execution.
• ✔ Randomized human-like action intervals (Gaussian noise delay functions).
• ✔ Automated post liking and intelligent comment interaction module.
• ✔ Local browser storage (Chrome Storage API) for user preferences and privacy.
• ✔ Interactive tab control panel built with clean Bootstrap and JavaScript ES6.

Quantified Impact & Results

Published on the Google Chrome Web Store, achieving a 5.0★ rating with 100+ active users and zero security restriction flags across client accounts.

Project Metadata

Technologies Used