Hari Prasad Radhakrishnan

• Studying the role of convolutional layers in image recognition • Understanding the math operations involved in 'Resnet-50' architecture • Analyzing the scope for parallelization using high-performance computing (MPI and OpenMP) • Balancing the trade-offs between data and model-parallel training • Implementation using python ML libraries (Tensorflow and Horovod)

• Creating Finite Element models of plastic/sheet-metal components for various car assemblies based on the discipline of the analysis (Crashworthiness, NVH, Durability, CFD), using ANSA. • Automating FE modelling using ANSA's scripting interface(python). • Full Vehicle Integration and test-runs on solvers(Nastran, LS-Dyna and Abaqus) under standard operating procedures.

Process Engineering Department (PED) • Learning the production and process flow of various assemblies involved in Bus manufacturing and meeting the norms of the end-customer requirement • Carried out production layout design, implementation of tool and fixture for mass-build, based on the design drawings.