Passionate Data Scientist with over 2 years of experience utilizing Python, R, PyTorch, and TensorFlow for developing and deploying advanced Machine Learning and Deep Learning models. Proficient in using cloud technologies such as AWS and MongoDB for data management.
Experience
Data Scientist
Virtue Analytics
Developed Virtue File Reader (VFR) for automating information extraction from award letters in PDF and Image formats using Amazon Textract OCR, resulting in a 90% reduction in manual effort. Built end-to-end pipelines for acquiring award documents, securely storing them in S3 buckets, and efficiently managing data using MongoDB. Designed and executed a cricket simulation project focused on real-time ball detection using object detection models like SSD-300 and YOLOv6, and implemented tracking algorithms like Sort and DeepSort. Conducted research and developed Market Mix Modelling (MMM) and spend optimization methodologies for healthcare, CPG, and retail industries, utilizing multivariate regression analysis to identify key drivers of sales and increase ROI.
Education
Indian Institute of Technology Roorkee
B.Tech
Engineering Physics
ABN senior secondary school, IIT Roorkee Campus (C.B.S.E)
Intermediate (class XII)
Licenses & Certifications
Generative Deep Learning with TensorFlow
Coursera
Advanced Computer Vision with TensorFlow
Coursera
Neural Networks and Deep Learning
Coursera
Convolutional Neural Network
Coursera
Improving Deep Neural Networks: Hyperparameter tuning, Regularization & Optimization
Coursera
Data Structure and Algorithms
IIT Roorkee
Data mining
IIT Roorkee