Apr 2021 – Nov 2021 · 7 mos · Bengaluru, Karnataka, India

Jul 2019 – Apr 2021 · 1 yr 9 mos · Gurugram, Haryana, India

• Delivered in-house consultation to the Strategy team (SPG) on
• mid-to-long term Strategy Projects of the firm.
• Built cross-sectional data expertise on performance and growth
• metrics of the customers, clients and products.
• Validated external credit data sources like Argus, Yodlee etc.
• and assisted the onboarding negotiations.
• Leveraged Gradient Boosting techniques and sentiment analysis to predict Product Uptake for business lending offering.
• Carried out baseline assessment of AXP’s customer relationships, to identify pockets of primacy and underlying drivers.
• Evaluated AXP’s position in the travel industry to construct
• the road-map to win in the next normal

Dec 2018 – Jan 2019 · 1 mo · Tomsk, Russia

• Project: Pathology detection from CT Scans using computer vision techniques and ML Algorithms
• Mentor: Dr. Sergey Akyonov
• Carried out conversion of DICOM images into preset images using different filters
• Performed image segmentation for Lungs extraction using clustering methods
• Programmed extraction of body masks for patients using image enhancement techniques
• Applied thresholding and modelled marking of areas with cavities and calcinates in the lungs

May 2018 – Jul 2018 · 2 mos · Mumbai Metropolitan Region

• Project: Maximum Customer Level Exposure Framework
• Received a Pre-Placement Offer (PPO)
• Designed a new Loan-eligibility framework for retail banking loans disbursed in FY’15 and FY’16
• Programmed standard procedure to extract bureau history and customer performance data
• Proposed a Monthly Obligations Limit and a Total Sanctioned Amount Limit on customer level
• Proposed tactical exposure reduction and elevation of about 12% and 4% of the outstanding
• Portfolio
• Suggested exclusion of 3% customers and decreasing exposure to about 19% risky customers.
• Explored potential safe expansion of the Portfolio to about 195% with the new model

Jul 2017 – Aug 2017 · 1 mo

• Capstone Project: Analysis of Indian Hotel Market
• Mentor: Prof. Sameer Mathur
• Used statistical visualisations to track the movement of the Room price with various predictor variables
• Trained Polynomial Regression models to predict room pricing on datasets from Makemytrip.com
• Applied exploratory data analysis techniques on Business Cases from Harvard Business Publishing
• Worked on other diverse projects like Analysis of Airline pricing, Analysis of Titanic Survivors etc