Vedant Jhaveri
About Vedant Jhaveri
Vedant Jhaveri is a Data Science Intern at CCC Intelligent Solutions in Chicago, Illinois, where he has worked since 2021. He specializes in machine learning and has developed models that significantly improve crash detection accuracy.
Work at CCC Intelligent Solutions
Vedant Jhaveri has been serving as a Data Science Intern at CCC Intelligent Solutions since 2021. He is based in Chicago, Illinois, where he has gained practical experience in the field of data science over a span of three years. His role involves developing and implementing machine learning models, specifically focusing on crash detection systems.
Education and Expertise
Vedant Jhaveri completed his Bachelor of Science in Mathematics and Computer Science at the University of Illinois at Urbana-Champaign from 2019 to 2023. His academic background provides a strong foundation in mathematical principles and computational techniques, which he applies in his data science work. He specializes in utilizing GPUs and CUDA C for machine learning applications.
Achievements in Data Science
During his internship at CCC Intelligent Solutions, Vedant developed a user feedback mechanism that significantly reduced the false positive rate of a mobile crash detection system by 40%. He also created a highly accurate crash detection model that combines XGBoost, 1D convolution, and LSTM layers, achieving an accuracy rate of 97%. These contributions demonstrate his ability to apply advanced machine learning techniques effectively.
Technical Skills and Tools
Vedant Jhaveri is proficient in using TensorFlow and PyTorch frameworks for implementing machine learning models. His technical skills enable him to build and optimize models for various applications, particularly in crash detection. His expertise in leveraging GPUs and CUDA C enhances the performance of these machine learning applications.