Pratham Mehta
@prathammehta
Computer Vision Intern at Wastefull Insights
Vadodara,Gujarat,India
Pratham is an undergraduate student in Information Technology with a keen interest in solving problems related to data science and machine learning. He has experience in developing MLflow pipelines and engineering advanced image segmentation using YOLO annotations. His skills span computer vision, deep learning, and cloud computing.
Experience
Computer Vision Intern
Wastefull Insights
Developed and implemented MLflow on company's EC2 server to track and manage models effectively. Engineered an advanced image segmentation pipeline with YOLO annotations to make the robots eye efficiently track waste. Implemented unsupervised learning for sub-classifying YOLO classes through feature extraction and clustering techniques. Trained various computer vision models (YOLOv5, YOLOv8, Faster R-CNN, ResNet, VGG) for object detection and classification tasks. Architected a custom multitask classifier utilizing ResNeXt101_32x8d as the backbone, empowering the company's vision for multifunctional AI systems.
Deep Learning Intern
Navaera Worldwide
Worked as an intern on a cheque processing system utilizing deep learning to recognize both handwritten and machine-written text. Employed C.R.A.F.T. for text detection and TROCR for text recognition as part of a team effort.
Education
Charotar University Of Science And Technology
B.Tech
Information Technology
Licenses & Certifications
Google Cloud Baseline: Data,ML,AI
Google Cloud
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google Cloud
Hackerrank SQL (Basic) Certificate
Hackerrank