Ameya Sankhe

Education

• 

  Dwarkadas J. Sanghvi College of Engineering

  2016 - 2020

  Bachelor of Engineering - BE Computer Science 9.1

  Courses - Data Mining, Big Data, Signal and Image Processing, Artificial Intelligence.

• 

  Stony Brook University

  2021 - 2022

  Master of Science - MS Computer Science 3.79

  Research - Working in Computer Vision Lab under the guidance of Professor Minh Hoai Nguyen and in collaboration with Professor Xiaojun Bi of Human-Machine Interaction Lab on Gesture Typing on Flat-Surface Objects through detection of touch on the surface by creating a dataset of 45050 images.Experimented with Super Convergence, Discriminative Learning Rate, Pretraining of layers, Model Architectures to improve the accuracy of test dataset up to 87%.Teaching Assistant - Foundations… Show more Research - Working in Computer Vision Lab under the guidance of Professor Minh Hoai Nguyen and in collaboration with Professor Xiaojun Bi of Human-Machine Interaction Lab on Gesture Typing on Flat-Surface Objects through detection of touch on the surface by creating a dataset of 45050 images.Experimented with Super Convergence, Discriminative Learning Rate, Pretraining of layers, Model Architectures to improve the accuracy of test dataset up to 87%.Teaching Assistant - Foundations of Computer Science Under Professor Christopher Kane.Courses - Machine Learning, Computer Vision, Probability and Statistics, Natural Language Processing, Data Science Fundamentals, Visualization. Show less