Capital One
July 2023 - presentBusiness Analyst
Ab Inbev
May 2022 - July 2022Data Scientist
Optimized the scheduling and routing of all the deliveries from depots to the customers to reduce logistic costs
- Leveraged constrained K-Means, hierarchical clustering and MILP to assign a single day of delivery for customers - Optimized the trailer space utlilization achieving 20% distance reduction using Vehicle Routing algorithms(VRP) - Created PowerBI Dashboards simulating the delivery routes and created an end-to-end pipeline for easy adoption - Estimated savings in Variable Logistics Cost(VLC) was $4 Mn( 15% reduction) in South Africa and $40 Mn globally
Mobile Premier League(MPL)
February 2021 - July 2021Product Management Intern
Improved the CRM tool and implemented analytics dashboards using Tableau catering to over 30 game developers - Researched business intelligence tools and identified metrics to enable better game level analytics for developers - Authored 15+ PRDs for multiple features coordinating with Security, Design, Fraud, Analytics and Developer teams - Performed RCA on fraud incidents and implemented solutions to promote fairplay, decreasing fraud count by 60%
Lifevitae Pte Ltd(Singapore)
May 2020 - August 2020Software Developer Intern
- Scraped data from various sources for crucial features of the platform using BeautifulSoup, Selenium and Scrapy - Coordinated with the QA team and performed functional and performance tests for features across the platform - Used Natural Language Processing based techniques to build a Resume Parser using SpaCy,NLTK and Apache Tika - Achieved an overall best accuracy of 63% against an industry standard of 79% using the dataset of 200+ resumes