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Cloud Infrastructure & Automation (Personal Project)
Cloud-Based Job Application Web Scraper
PythonPlaywrightAWSLinuxJSON
The Problem
Manual job hunting across platforms was highly inefficient, making it difficult to track and react to the latest listings in real time.
The Solution
Developed an automated Python web scraper using Playwright and deployed it within a custom-built, secure AWS network architecture.
Technical Challenge
Overcame headless Linux server limitations and anti-bot blocks by injecting custom rendering libraries, stealth configurations, and automated fallback diagnostic tools.
Impact
Transformed a tedious, manual job search into an automated data stream while gaining real-world confidence in cloud infrastructure design.
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Proprietary / Research Project
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