Shoaib Rehman

Customer Churn Analysis - UBL Fund Managers (PoC)
• Initiated the idea with the core business & IT team and convinced them to initiate a small PoC.
• Used Logistic Regression in R for the purpose and build a model that defined parameters effecting
customer churn.
• Presented the whole idea to the business in the IT steering committee meeting and got approved by
both IT & business stakeholders.
• Business development & team building for data science & big data projects
Customer Behavior Analysis - KarloCompare.com.pk (PoC)
• Executed customer behavior analysis at www.karlocompare.com.pk using Knime, R.
• Models evaluated are Decision Trees, Random Forest, Tree Ensemble & Bayesian.
• Idea of the PoC was to prove the business if their data is making some sense. Got approved &
working in a commercial mode now.
Technologies
Spark, Hadoop ecosystem, NoSQL, R, Python, Knime

- core API development
- mpx, video commerce platform integration & management
- appgrid, configuration platform integration & management
- deployments, bug fixes, feature enhancement/development

- Joined as CRM Consultant
- Moved to Product development team quickly
- Served as Product development head for few moths
- Managed teams for technical and functional solutions
- Product enhancements
- Customer sessions
- Managed a team of 10 for product development and achieved good results

Junior software engineer, working on a Java based project. Main role is of a junior developer. Working on technologies like struts, hibernate, jsp servlets, javascript.
Database schema designing also done within some of the project modules. Working with mysql.