About
Hello! I'm Krishnam Soni, a CS undergrad at Manipal University Jaipur. I am currently studying as an exchange student at Montanuniversität Leoben, Austria.
I've interned at NTU Singapore and IIT Kharagpur, where I worked on applying computer vision in healthcare. Outside of academics, I enjoy reading books and playing table tennis.
Experience
Research Internship · NTU Singapore
Worked on automatic 3D MRI Cardiac Multi-structures Segmentation and Diagnosis using SAM2 inspired architectures.
Research Internship · IIT Kharagpur
Worked on segmentation of Optical Coherence Tomography (OCT) scans.
Education
Exchange Semester · Montanuniversität Leoben
Completed 7th semester as an exchange student. Recipient of MULgrain scholarship.
B.Tech in Computer Science (AI & ML) · Manipal University Jaipur
Undergraduate studies in Computer Science with specialization in AI and ML.
Publications
Segmenting Optical Coherence Tomography (OCT) Scans Using Multi-Scale Modified UNet Architecture
IEEE INDICON 2024Research focused on OCT scan segmentation using a multi-scale modified UNet approach for improved medical image analysis.
Projects
Image Denoising with UNet
Implemented UNet image denoising on CBSD68 sigma35 (augmented to 204 images) with hyperparameter tuning across normalization layers and losses.
ViziMed (Live demo)
Flask-based medical management system with user authentication, patient logs, and medical scan uploads.
AI Mini Projects
A collection of small AI and ML projects built while exploring core concepts and practical implementations.
Task Nest
Task management project focused on learning practical full-stack development basics.