MITACS Globalink Research Internship At University of Calgary

I was chosen amongst students from 16 countries to undertake a summer internship at the University of Calgary. During my MITACS Globalink Research Internship at the University of Calgary, my research primarily centered on exploring the ROI (Return on Investment) of Data Analytics. I leveraged Natural Language Processing (NLP) and requirements dependency extraction techniques to develop a comprehensive framework for estimating ROI. Furthermore, I conducted an extensive investigation comparing the effectiveness of active learning and passive learning approaches in enhancing the accuracy of prediction models. To ensure accessibility and scalability, I hosted the application on AWS EC2 and implemented CodePipeline to automate deployment processes. This research had a significant research focus, shedding light on potential ROI scenarios under various circumstances, offering valuable insights for resource management and data-driven prioritization within the business. My technical toolkit encompassed Deep Learning, Machine Learning, Data Science, NLP, Cloud Computing (AWS), React JS, and Flask, showcasing my dedication to innovative and research-driven solutions in the field.