Khushi Sharma Email and Phone Number

• Conducted in-depth research on state-of-the-art driver drowsiness detection methods, focusing on yawning detection techniques. • Implemented the paper “Intelligent Driver Drowsiness Detection for Traffic Safety Based on Multi CNN Deep Model and Facial Subsampling” • Analyzed and evaluated the JHPA-Net framework, which combines multiple methods for improved accuracy in detecting driver drowsiness.

• Conducted research on ambiguity detection and classification in Natural Language Processing (NLP) • Investigated methods to identify and categorize ambiguous expressions in textual data.

• Implemented a configurable backend for multiple real estate inventory management which can be used for various clients. • Designed automation of drawing on images to select real estate floors or flats ( similar to the system design of the Bookmyshow.com hall layout). • Trained and Fine tuned a chat bot using hugging-face in the 3D environment