Anish Sarkar
I'm a computer science enthusiast with a love for AI and machine learning. Currently, I'm working through a B.Tech in AI & ML at Netaji Subhash Engineering College in Kolkata and a BS in Data Science & Applications at IIT Madras. These studies have given me a solid grounding in math, data analytics, and machine learning.
I've had some opportunities along the way—like working on large language models to simplify language for kids with learning disabilities at Jadavpur University, and developing a machine learning solution at Doyen Diagnostics to predict disease burden and craft personalized health scores.
I've also dabbled in projects ranging from EEG-based schizophrenia classification to highway traffic flow analysis and accident detection with computer vision.
Now, I'm diving into Julia and looking forward to sharing ideas and collaborating with the Julia community at JuliaCon on all things computational and innovative.
Session
In my work, I explore a novel simulation where tumor growth is controlled by the immune system using Neural ODEs. I integrate skip connections and physics-informed loss to capture real-world metastatic behavior under various treatments. By calibrating the model with experimental data, I uncover insights into optimizing combination therapies that could ultimately improve patient outcomes.