Deepti Balasubramaniam Email & Phone Number

Berlin, Germany

Berlin, Germany

*Worked on shop Analysis using Python scripts to determine the risk performance of the shop and involved in suggesting the change in risk settings to improve the revenue and AR (Acceptance Rate)*Developed dashboards that provide executive-level visibility into key business metrics such as revenue growth and segmentation analysis of customers based on their behaviour across different merchants.*Implemented A/B experiment for the Credit Risk Model to understand whether model performance has significant impact in identifying credit defaults. Used Python for conducting statistical tests/Statistical Analysis and Airflow for automating python scripts*Involved in Short and Long Term Liquidity model to forecast the future Payments from customers for Finance stake holders to understand the payment behaviour of each merchants.*Analysed and updated on weekly shop traffic to determine which shop was most popular with the visitors and the overall gross volume

London, United Kingdom

*Worked closely with business and engineering teams in understanding the project scope and provided relevant data insights using Google Analytics *Selected appropriate Statistical tests like Chi Square test, Anova Test, correlation test to test hypothesis and provided conclusion based on analysis*Built operational reporting in Tableau to find areas of improvement for client, used SQL to mine and collate and analyze data from several data sources*Implemented A/B experiment for the product to improve the conversion rate and reduce the customer churn.*Involved in Building regression and classification algorithms using sklearn libraries such as Linear Regression, Decision Tree, Ensemble Technique and Naïve Bayes

Chennai, Tamil Nadu, India

*Experienced in Data Preparation, Data Cleaning and integrating data from multiple sources*Utilized Python and R programming on a large unstructured dataset for building Machine Learning models*Hands on experience in SAS Rapid Miner tool to perform Prediction, correlation Analysis, Decision tree analysis, clustering, classification and Neural Network*Involved in Sprint Planning, Sprint Review and Retrospective and provided few major requirement changes, which reduced the production defects by 25%*Setup Regression Test suite from scratch using Selenium test automation framework based on JAVA with TestNG and automated regression test cases and increased the ROI by 20%

Masters In Computer Science, Data Science (Computer Science), 2:1

Biomedical/Medical Engineering, 8.44