Aditya Dubey

Experience

• 

  Collegedunia

  Jul 2017 - Feb 2018

  Freelance Writer

  Successfully wrote more than 70 blogs on upcoming and ongoing sales and offers on various e-commerce websites, store overviews and seo essential content as well.

• 

  Deloitte

  Sept 2021 - Jun 2023

  • Built a Clustering + Forecasting based model to develop an advanced analytics approach for Target Setting at retailer level for a multinational FMCG client• Worked in the Compliance Analytics team for a Multinational Bank to conduct experiments showcasing the effectiveness of the ML based Risk Assessment Model in replacing the manual financial crime controls and help make the periodic review process more efficient and economical (saving ~500$/customer/review)• Developed proposals for prospective financial sector clients Show less

  • Consultant - Data Science

    Apr 2022 - Jun 2023

  • Analyst - Data Science

    Sept 2021 - Apr 2022
• 

  IDFC FIRST Bank

  Jun 2023 - Jul 2024

  Analyst - Edge Capabilities

  • Primarily involved in managing the Rural PL-XSell portfolio by building and maintaining scorecards, identifying additional business opportunities, and conducting risk/adhoc analysis• Developed and implemented a custom Risk Scorecard for XSell of Personal Loans to the existing Rural CD/TW customers of the bank using Random Forest leading to ~10% increase in monthly disbursals with decrease in delinquency• Implemented new dialer propensity framework for PL-XSell at the call center leading to ~20% increase in lead generation• Developed and implemented solutions to curtail the early delinquencies in PL-XSell to BNPL/CD/TW customers (by ~45 bps) with minimal reduction in the eligible base. • Successfully migrated the Rural HL/LAP TopUp campaign from SAS to PySpark (AWS) reducing the execution hours from 32 hours to 4 hours Show less

• 

  Oliver Wyman

  Aug 2024 - now

  Data Scientist