Kartik Bali

• Develop and test Graph Neural Networks for solving chaotic partial differential equations. • Build and maintain Phiflow, an open-source simulation toolkit built for optimization and machine learning applications in python. • Implement, integrate and test built in novel neural network architectures like invertible nets, fourier neural operators and Graph Neural Networks for DL based physical simulations in Phiflow.

• Implemented a CNN model for workmen safety equipment detection for construction workers at site in pytorch • Developed and Implemented Daily Progress Report Android App for seamless report generation and sub-contractor billing. • Assessed Engineering drawings and Layouts for Irrigation Pipeline networks.

Developed Codes for simulations for Shan Chen and Color Gradient Lattice Boltzmann Method based multi-phase flow in MATLAB.