Krishnam Soni

Hi, I am Krishnam, a Computer Science Undergrad at Manipal University Jaipur. I love reading books and watching sitcoms. I like to play table tennis in my free time. You can view my complete resume here.

Skills

Languages: Python, Java, C++, C
Machine Learning: PyTorch, TensorFlow/Keras, NumPy, Pandas
Development: HTML, CSS, JS, Flask
Other: Git, Linux

Experience

Research Intern, IIT Kharagpur
June 2024 - Sept 2024
- Developed and implemented novel segmentation techniques for OCT scans using UNet like architectures, surpassing human and benchmark performance.
- Research paper to be published.
- Mentor: Karri Karthik.

Education

B.Tech in Computer Science, Manipal University Jaipur
2022-26
- Data Structures and Algorithms, Object-Oriented Programming, DBMS, Probability and Statistics, Operating Systems, Principles of Artificial Intelligence

Projects

Publications

Segmenting Optical Coherence Tomography (OCT) Scans Using Multi-Scale Modified UNet Architecture
Krishnam Soni, Karri Karthik, Manjunatha Mahadevappa
Link
- Presented at the 2024 IEEE INDICON conference, the flagship conference of IEEE India Council.
- The paper is to be published in IEEE Xplore.

Feature-Driven Neural Network Approach for Accurate Rice Grain Classification
Krishnam Soni, Sanjay Kumar Tehariya
Link
- Paper submitted to CVR2025 conference.
- Paper accepted at the 9th CMVIT conference, but could not go due to financial constraints.

Contact