Deep Learning

Developed a self-driving car simulation using 28k images from cameras mounted on the vehicle, utilizing Udacity’s simulator. Trained a CNN model with multi-task learning to predict angle and throttle based on the simulated images.

Utilized context-aware summarization to improve the performance of relation extraction on Electronic Health Records (EHR) which are known to be long and pose a challenge for state-of-the-art NLP systems. I have Utilized the 2010 Relations Dataset for the research.