Rohan Shingre Email & Phone Number

San Diego, CA, US

- Working on implementing Independent Component Analysis (ICA) for effective basis extraction for State Space Models (SSM) to enhance audio denoising performance.- Worked on integrating sparsity techniques with Temporal Event-based Neural Network (TENN).

San Diego, California, United States

- Developed a video captioning pipeline leveraging Large Language Models (LLMs) to capture high-level dynamics/actions in a video.- Augmented the captioning pipeline to handle 1M videos on Nvidia H100 cluster.- Developed a video filtering pipeline to extract suitable videos from Panda-70M dataset for our captioning pipeline.

Chennai, Tamil Nadu, India

- Focused research on Deep Learning models like GAN, CGAN, 3DGAN and VAE and the applications of these models in the automobile manufacturing industry.- Developed a novel CGAN algorithm capable of latently generating topologically optimized 2D mechanical structures and 3D shapes given a set of load and dirichlet conditions.

Bengaluru, Karnataka, India

- Automated SAP tasks using Computer Vision in UiPath and reduced human workload by 71%.- Derived creative solutions for complex SAP actions and improved efficiency by 63%.- Developed a client-facing Risk Management site using SQL, Java, JavaScript, Maven, and Spring MVC.- Constructed custom JS library to visualize the risks associated with the client’s.

Pune, Maharashtra, India

Designed multiple Python scripts with SQL to collect data from agricultural IoT devices.

Pune, Maharashtra, India

Reduced costs by 45% by developing an E-commerce portal for farmers to sell their products directly to consumers.

Master Of Science - Ms, Ece | Machine Learning And Data Science, 3.86/4.0

FA24 Coursework: ECE 225A: Probability and Statistics for Data Science SP24 Coursework: CSE256: Statistical Natural Language Processing.

Bachelor Of Technology - Btech, Smart Manufacturing, 9.04/10

Intermediate, Science, 75.85%

Secondary Education, 93.8%