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Work Experience
Data Analyst
FPL Technologies• January 2021 - Present
• Data Product Management: Spearheading the end-to-end setup of backend systems and daily refresh of data points to deploy and fully automate critical use cases like Credit Limit Increase etc. using Business Rule Engine. • Portfolio Risk and Revenue: Driving a Credit Card book of Rs 3000+ Cr. with appropriate interventions to maintain portfolio health along with top and bottom-line growth. • Marketing Analytics: Leveraging Heuristic and data-driven segmentation to identify cohorts with different behaviour through data and devise appropriate promotions and campaigns based on past performance and uplift with A/B testing. • App and Product Analytics: Analyzing and improving engagement, retention, onboarding, and journey conversions on apps by cohorts. Actionable insights on the performance of digital channels of acquisition using complex SQL queries and Python. • Dashboarding: Conveying key KPls and metrics on various dashboards in consumable formats on an organization-wide scale to monitor trends using Apache Superset, an open-source visualization tool and Google Data Studio. • Model Building: Leveraged Python's skicit-learn module to produce ML models such as Logistic Regression and LGBM for use-cases like Churn, Spend Dormancy Prediction, EMI Propensity, etc. • Impact: Contributing to a steady 10+% growth in Credit Card Book and 12+% growth in revenue MoM. Commended by top management for impeccable performance. • Stakeholder Management and Conflict Resolution: Developed and maintained a network with various teams within the organization to ensure smooth functioning of everyday business and resolving data discrepancy issues.
Associate Consultant
Auronova Consulting• September 2019 - December 2020
• Process Automation: Leveraging Python and SQL to drive end-to-end analyses, data dashboards and model development (churn model) use cases. • Leveraged Excel to innovate automation for a Fund Performance Sheet for a client for easy tracking and updation of Key Metrics like Returns, Betas, Alphas, Information Ratios and analysing Concentration and Country Risks. Increased data preparation speed with automation by 50%. • Single-handedly developed a real-time and interactive dashboard for a client (FPL Technologies, later got absorbed at the client site) for end-to-end tracking of metrics.
Education
IIT, Kharagpur (Indian Institute of Technology)
Metallurgical and Materials Engineering, M.Tech• July 2018 - April 2019
IIT, Kharagpur (Indian Institute of Technology)
Metallurgical and Materials Engineering, B.Tech• July 2014 - April 2018
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