PhD Student in Biophysics @ Jagiellonian University | Ex-IIT Bombay | Medical Imaging & AI Enthusiast

I am a Physicist and Researcher passionate about Medical Imaging, Machine Learning, and Computational Physics. My work focuses on developing novel computational frameworks for PET imaging (J-PET) using deep learning and mathematical modeling.

PhD Research @ Jagiellonian University

• Developing a CT-Less computational framework for the J-PET scanner.
• Implementing deep learning models for denoising and lesion localization without anatomical priors.

Computational Physics Project @ IIT Bombay

• Simulation & Analysis: Solved non-linear differential equations using Euler, RK2, and RK4 numerical methods.
• Parametric Study: Simulated various oscillator models under diverse conditions to analyze stability and chaotic behavior.

Master's Project @ IIT Bombay

• Validated a tumor localization approach using energy-based scattered data.
• Designed a custom 3D model to estimate annihilation points, enhancing geometric precision in reconstruction.

Content Developer @ Vizuara

• Created high-quality K-12 educational animation videos using the Manim engine (Python).
• Visualized complex scientific concepts to enhance student engagement.