Jai Soni — AI Researcher

I am Jai Soni, a pre-final year student at IIT Hyderabad with strong expertise in problem solving through Data Structures & Algorithms (DSA) and competitive programming on platforms like LeetCode and Codeforces. Alongside, I am passionate about Machine Learning, focusing on Deep Learning applications in Computer Vision and Natural Language Processing (NLP). My strengths include algorithm design, software development skills in Python, and hands-on experience with ML frameworks such as TensorFlow and LangChain. I have worked on projects that integrate efficient coding practices with machine learning models to deliver scalable and impactful solutions. Notably, I have developed an application tracking system using NLP transformers to streamline information extraction, and implemented brain tumor segmentation using Attention U-Net from scratch in TensorFlow. For segmentation tasks, I experimented with various loss functions like Dice loss and incorporated skip connections to enhance feature reuse and improve model accuracy. Currently seeking internships and collaborative opportunities in software development or AI, where I can apply my skills to solve challenging problems and contribute to innovative technology.

Stackforce AI infers this person is a Machine Learning and Software Development enthusiast with a focus on AI applications.

Location: Hyderabad, Telangana, India

Experience: 11 mos