Education & Experience

Summary

  • Professional Experience: 00 Year 10 Months
  • Academic Experience: 01 Year 08 Months
  • Total Experience: 03 Years 04 Months

Education

M. Tech - Artificial Intelligence

2022 - 2024

Pandit Deendayal Energy University

CGPA: 8.94/10.00

Relevant Coursework: Computer Vision, Deep Neural Networks, Machine Learning, Time Series Data Analysis, Pattern Recognition and Machine Learning, Explainable AI, NLP, Cloud Infrastructure for AI

B.E. - Computer Engineering

2017 - 2021

Gujarat Technological University

CGPA: 7.95/10.00

Relevant Coursework: Programming languages (C/C++, Java, PHP, .net, Python), Data structures and algorithm, Mathematics (Statistics, Calculus, Discrete math, Algebra), DBMS, IoT, Artificial Intelligence

Experience

AI Researcher

Aug 2023 - Apr 2024

Koita Center of Digital Health, IITB

  • Developed a novel loss function using spatial and feature representations, enhancing medical image segmentation accuracy by 6-8%, leading to a publication at ISBI’24.
  • Participated in diverse medical AI projects, including medical image and EEG signal analysis. Authored publications and contributed to peer-review processes for other fellow researchers’ work.

Research Intern

Jun 2023 - Apr 2024

Visual learning and Intelligence Lab, IITH

  • Worked under supervision of Prof. CK Mohan, focusing on brain tumor segmentation using federated learning.
  • Implemented a local training loss with contrastive learning to address heterogeneous data sources in federated learning, achieving a 5-12% improvement in segmentation accuracy. Optimized the global model aggregation by employing a data-scaled weighted update mechanism. Submitted this finding in WACV’25.

Research And Teaching Assistant

Sep 2022 - Apr 2024

Pandit Deendayal Energy University

  • Conducted academic research in machine learning, statistical data modeling, and computer vision. Projects included solar power forecasting & its maintenance prediction, night vision face detection, and palm print detection and identification.
  • Authored or co-authored 6 or more publications, showcasing active involvement and contributions to the field.

Python Developer Intern

Aug 2020 - Mar 2021

Tiny ERP Private Limited (ODOO INDIA)

  • Assisted in the development and maintenance of back-end services within the Odoo ecosystem throughout the internship period.
  • Developed final year B.E. project on alumni portal using Python, PostgreSQL, JavaScript, and Bootstrap.

Other Experience

Python Developer

May 2021 - Jul 2021

Multipz Technology

  • Developed backend modules for an ERP system using the Frappe framework. And collaborated with a team to design and implement efficient, scalable solutions.

Web Developer Intern

Mar 2020 - Feb 2021

Anik Software Technologies Private Limited

  • Developed web application utilizing HTML/CSS, PHP, and MySQL.
  • Contributed to code reviews, providing valuable feedback to enhance code quality and maintainability, while successfully meeting deadlines with strong time management skills.