about
I'm an undergraduate studying Computer Science at Thapar Institute of Engineering & Technology. I'm curious about how complex systems work and enjoy learning by exploring challenging ideas. I value asking good questions, building strong fundamentals, and developing deeper understanding through coursework, reading, and projects.
I'm interested in growing as a researcher and learner, motivated by environments that encourage thoughtful exploration and collaboration.
recent news
research interests
My research focuses on machine learning and reinforcement learning, with emphasis on interpretability and reliability. I'm particularly interested in understanding model behavior, improving robustness, and designing learning systems that generalize well.
publications
projects
Browser-based tool for drawing curves and training MLPs in real-time. Visualize neural network behavior as it learns to approximate hand-drawn functions.
Interactive 3D visualization of chaotic systems and strange attractors. Real-time particle simulation featuring Lorenz attractors.
Feature-rich console application implementing OOP principles with role-based operations, modular design, and authentication.
notes
more is coming!
stay tuned for research notes, walkthroughs, and deep dives.