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Ansh Thakur currently serves as a Data Scientist at CollegeDekho, where the focus is on implementing a central repository of college details utilizing a Retrieval Augmented Generation Framework. Previous experience includes a Data Scientist role at Climate Bonds Initiative, developing a multi-taxonomy classification model for sustainability project alignment, and a managerial position at Axis Bank, where a Business Lending Scorecard was created. Additional positions include business excellence at Urban Ladder, product development at Trueno, and business analysis at Collegedunia, where significant sales growth was achieved. Earlier roles involved data science at Ecom Express, research at National Aerospace Laboratories, and an internship in data analytics at Grasim Industries. Ansh holds a degree from Birla Institute of Technology and Science, Pilani, completed in 2018.