Exploring drug targets and their effect on drug approval

• Exploring the relationship between drug targets (genes/proteins which a drug would affect) and their impact on subsequent drug approval using the parameters of ‘efficacy’ and ‘safety’. This formed Phase1 of the Project. In Phase2, various prediction models of drug approval were explored...

Wikipedia Article Text difficulty prediction

This Project used a multi-step approach involving Feature Engineering, Unsupervised and Supervised learning to create an algorithm to predict difficulty of the text in a corpus of Wikipedia Articles which included human tagged text difficulty labels. The Feature Engineering step included a Data...

AI Tennis Ball Bounce Detection

This Project utilized a modular approach to detect which frame the tennis ball bounced in a particular tennis match. To provide diversity in training data a variety of tennis match videos were used to train Module 1 -the Object Detection Model. We used YOLOv4-tiny due to its faster inference...