Karanvir Sidana is a skilled Data Scientist-Manager at Piramal Capital & Housing Finance Limited, where responsibilities include developing models to identify customer purchasing behaviors and enhancing performance frameworks for managerial efficiency. Previously, Karanvir contributed as a Data Scientist, implementing a Quality Score system for a large sales team and achieving significant increases in national collection efficiency. Earlier roles included an ML Engineer Internship at Piramal, where Karanvir built a Pre-Approval model and an automated machine learning workflow, as well as a Software Developer position at Quickwork, creating REST APIs for a no-code platform. Karanvir began a career in machine learning with an internship at Hertztech Solutions, focusing on autoencoder development. Karanvir holds a Bachelor of Technology degree in Mechanical Engineering from the Birla Institute of Technology and Science, Pilani.