About Me.

Hello and welcome! I’m Souvik, a PhD candidate in Chemical Engineering at Western University, where I specialize in combining Artificial Intelligence (AI) with the physical sciences to model and optimize complex engineering systems.

My academic journey began at BITS Pilani, where I developed a strong foundation in Chemical Engineering. Over time, my growing interest in AI led me to explore its applications in the energy and environmental sectors, culminating in a research focus on physics-informed machine learning, explainable AI, and process modeling.

Currently, I work at the intersection of engineering and intelligence, with a specific emphasis on the petrochemical industry. My research includes modeling hydrocracking kinetics using Neural ODEs, interpretable deep learning models for crude oil characterization, and LSTM-based forecasting for environmental systems like the Great Lakes. I strive to develop AI models that are not only accurate but also grounded in physical principles.

Outside of academia, I channel my passion for learning and communication into writing. I'm the author of a growing AI-focused blog on Medium, where I break down complex topics on numerical modelling into accessible, engaging content.

When I’m not writing or researching, I find creativity and calm through music. As a guitarist and avid listener of podcasts, I often draw inspiration from the insights of thinkers like Lex Fridman and Andrew Huberman.