Scaling Playwright across 50 workers
Lessons from running browser automation at scale — memory, retries, and queueing patterns that actually held up.
{ PYTHON DEVELOPER }

Python Developer
@ Atowiz Solutions
Ahmedabad, India
I'm a Python developer passionate about building scalable backend systems, automation tools, and full-stack digital products. My journey started with problem-solving and evolved into developing complete production-ready applications — ranging from AI-proctored university systems to garage management platforms and expense tracking products.
Currently, I work as a Python Developer at Atowiz Solutions in Ahmedabad, where I primarily work on web scraping, browser automation, and large-scale data extraction systems using tools like Playwright, Scrapy, Requests, DrissionPage, lxml, and Parsel.
I enjoy creating systems that automate repetitive tasks, improve workflows, and solve practical business problems.
A full-stack expense tracking application with budgets, analytics, and clean reporting flows.
AI-proctored university examination platform with secure session monitoring and role-based access.
End-to-end garage management system handling jobs, inventory, billing, and customer history.
Production-grade scraping pipelines processing large-scale data with anti-bot resilience.
Lessons from running browser automation at scale — memory, retries, and queueing patterns that actually held up.
A pragmatic take on anti-bot systems and when to negotiate instead of brute-forcing your way through.
Notes on shipping AI-monitored exams to real students and the trust calibration that took the longest.