Umang Srivastav is a Certified IBM Data Science Professional and a postgraduate in Computer Science and Engineering from IIT Goa. He has professional experience as an Assistant System Engineer at Tata Consultancy Services and as a Research Assistant focusing on Neural Network Inversion. He is skilled in machine learning, deep learning, and data engineering using tools like Python, PyTorch, and Spark.
Experience
Research Assistant
IIT Goa
Worked at Dept. of Computer Science and Engineering focusing on Neural Network Inversion. Executed and enhanced six diverse methodologies, encompassing Gradient-Based, Evolutionary, Query-Based, Training-Based, GAN-Based, and Simulated Annealing-Based approaches.
A. S. E.
Tata Consultancy Services
Developed and deployed scalable and robust data pipelines using Python, Spark, SQL, and Azure. Applied advanced statistical and machine learning techniques such as regression, classification, clustering, and deep learning. Utilized TensorFlow, Keras, and Power BI to create predictive models.
Education
Indian Institute of Technology Goa
M. Tech.
Computer Science and Engineering
Dr. APJ Abdul Kalam Technical University, Lucknow
B. Tech.
Computer Science and Engineering
St. Basil’s School, Basti, U.P.
Class 12
ISC
St. Basil’s School, Basti, U.P.
Class 10
ICSE
Licenses & Certifications
Certified IBM Data Science Professional
IBM