Applied automation and ML at real operational scale.
My ML/automation work is pragmatic and production-tested — OMR sheet reading at 90,000+ scale, image recognition for inventory, and scraping-driven decision automation.
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OMR Sheet Reading Automation at 90,000+ Scale
Built a Python automation script for OMR sheet reading that processed over 90,000 sheets, reducing manual checking effort for large-scale assessment workflows.
ENTHRAL.IN Supplier Price Change Detection
Built a supplier scraping and comparison workflow that flags pricing/listing differences against an OpenCart storefront and prepares margin-based updates.
NMOLD Inventory Management Redevelopment
Contributed to redeveloping NMOLD's inventory management system on Flutter, Express, and MongoDB, replacing a legacy Python/Laravel stack, and added image recognition to reduce manual data entry.
PIET Quest Exam Portal
Built an exam portal with cheating-detection-based question reordering, randomized question sets, and automation for report downloads and question uploads.