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.