Servicelearningindustryprojectexperience
- The Co-operators Insurance and Financial Services, Applied a variety of data exploration, visualization and pre-processing tools and techniques for data preparation on SAS., Applied clustering techniques and tools for better targeting strategies., Applied predictive modelling techniques (e.g., Decision Tree, Neural Networks & Logistic Regression) to achieve cost-effective response strategies with clients., Designed and developed a predictive model using machine learning algorithms to forecast potential fraud instances, which improved the proactive detection rate by 37%.
- Database Creation (Medium Scale Organization), Advanced understanding of Relational Database Design principles, including Database Modelling, Database Design & Database Schema generation., Designed and developed a functional enterprise-grade Database from scratch for a medium-scale organization in a restaurant setting. The experience involved detailed requirement elicitation and cataloguing, basic DB schema generation, DB design.