Apratim Chaudhuri
Python Developer | Excel, PDF & API, Scraping | Quick Sol
New to Contra
Apratim is ready for their next project!
During testing, we needed specific VINs with multiple trim options.
Manually finding them was painful and slow.
I built a small Python script that:
Pulled VIN prefixes,Queried available trims,Filtered only VINs with 10+ trim options
It wasn’t a “product” — just a focused utility.
But it solved a real testing bottleneck.
Small scripts > big frameworks (sometimes).
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OneTrust Cookie Scan Validation & Auto-Correction Automation
Designed and implemented a Python-based automation to validate website cookie scan results against a master compliance dataset.
The solution compares scanned cookies with a master Excel file to identify mismatches in cookie name, host, and category. It generates structured reports highlighting compliant and non-compliant cookies.
In a later enhancement, the automation was extended to automatically correct mismatched cookie categories by invoking secure update APIs based on predefined category-to-ID mappings. This significantly reduced manual remediation effort during compliance reviews.
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VIN-Based Vehicle Data Extraction Utility
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Exploring a lightweight Python approach to extract business listing data from public directories into Excel.
The focus is on:
looping through pages safely
structured output (CSV / Excel)
avoiding manual copy-paste
Useful for directory listings and research tasks.
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XML to Excel Data Migration
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