▪ Developed a CNN based model to predict 2D steady-state field flow to accelerate the CFD simulations and decisionmaking at the early stage of the two-wheeler projects.▪ Developed a CNN based model to achieve automatic steel microstructure quantification.▪ Developed an optimum One-vs-Rest model for multi-label classification of the text data of various KTM communityforums to analyze the issues in existing running products of BAL-KTM.▪ Developed a CNN based model for the automatic Classification of Steel surface defects.▪ Developed a Python based tool to compare two or more engineering drawings to increase productivity▪ KTM Joint Products Duke, RC & Adventure sports motorcycles.▪ Collaboration with KTM Austria, Design, Testing, Model Deployment, Data, Plant, Manufacturing, Marketing, Serviceteams for the betterment of the product at a global level.

- Engine Integration for the two-wheeler sports segment products- BS6 Versions of Duke 250, Duke 390 and RC390- New Projects Adventure 390 and Adventure 250- Data Acquisition, Data Analysis for testing and validation at various phases of the projects- Homologation Activities for Domestic and Export Markets- Collaboration with Plant, Manufacturing and Marketing Teams for the betterment of the products

- Design, Testing, Data Acquisition, Data Analysis for Duke 390, Duke 250, RC390 Projects for MY18.- Patent Studies

- Data Acquisition, Component Testing, Data Analysis.- Data Visualization using Matplotlib- CFD Analysis, Virtual Thermal Validation of the Two Wheelers and Three Wheelers.

Research activities in "Development of Electrocaloric Cooling Device using MLCC" for electric vehicles.

Steering System Design