About

Vinay Jain is a skilled Software Development Engineer with over 2 years of experience in data science and software engineering. Currently working as a Data Engineer and MLOps Engineer at Retail Business Services, Vinay previously worked as a Graduate Research Assistant at Rochester Institute of Technology, where he developed memory cell generation in neural networks to automate the task of designing architectures and generating better neural networks without manual designing and development. Vinay is proficient in Python for data analysis, C++ for low-level neural network programming, and Java for applications. He has experience with machine learning frameworks such as Scikit-Learn, TensorFlow, Keras, and HuggingFace. Vinay has also used MySQL and MongoDB as databases for developing website applications, and ReactJS and NodeJS for website applications. As a part of his job, Vinay has been learning Amazon Web Services (AWS) to develop scripts for application configurations and releasing code. He has worked on various projects, including creating a data pipeline to deploy machine learning for Customer Conversation Chatbot, improving the inference time for the T5 model using ONNX runtime and TensorRT, and improving ETL performance on a data cluster by 3 times by incorporating Spark-rapids, cuML, and cuGraph. Vinay is also passionate about developing applications and reading literature in his free time. He recently worked on parallel programming building recursive raytracer using MPI and is studying various parallelization methods to decrease the time complexity of a neural network. Vinay holds a Master's degree in Data Science from Rochester Institute of Technology and a Bachelor of Technology in Computer Science from LNMIIT. He is a skilled Software Engineer with expertise in web development, neural networks, data engineering, AWS, ML, and more. With 1.19 years of relevant experience, Vinay is a valuable asset to any team.