Kuldeep Gautam

As an AI/ML Engineer with over 5 years of experience, I have honed my skills in deep learning, particularly in the realm of medical imaging and artifact detection. My journey includes 2 years of industry experience at AIRA Matrix Pvt. Ltd., where I developed innovative models that significantly improved artifact detection accuracy and inference speeds. My contributions to the field are recognized through publications in prestigious conferences such as MIDL 2025 and STP 2024.

Prior to my industry role, I dedicated 3 years to academic research at IIT Hyderabad, focusing on representation learning for source code and binaries. This work not only involved curating extensive datasets but also contributing substantial code to research projects. My academic endeavors culminated in a master’s thesis that developed a deep learning framework for binary representation, which has been accepted for publication in ACM Transactions on Software Engineering and Methodology 2025.