1. PhD in Information Technology at University of the Cumberlands,Software Engineer,USA
2. Vemana Institute of Technology, Kormangala,AI &ML Department,Bangalore
3. University of the Cumberlands,Department of Information Technology,USA
4. Nitte Meenakshi Institute of Technology,AI & ML Department,Bengaluru