Shivashish Jaishy

Machine Learning Engineer

Galileo Inc.•  April 2022 - Present

Employed at Toyota Motor Corporation as a Machine Learning Engineer

Artificial Intelligence Researcher

Comstaff•  April 2018 - March 2022

- As per the projects’ demand, creating synthetic training datasets for the machine learning models, using advanced tools like Blender and Unreal Engine. - Creating new data instances using Generative Adversarial Networks (GANs). - Detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos using Object Detection techniques. - End-to-end development of an anomaly detection system for manufactured product monitoring for a top tier automotive company. - Trained faster CNN neural network models in PyTorch and TensorFlow to improve object detection accuracy on larger images with 100+ objects by 20%. - Built unsupervised learning into the application via clustering to detect patterns across claims and find outliers. - Retrieving a person of interest across multiple non-overlapping cameras using Person Re-identification models. - Image Classification and Segmentation using deep learning architectures like Convolution Neural Networks (CNN). - Research related to model compression (by 70%) and acceleration (by 200%) in deep neural networks without significantly decreasing the model performance.