April'25 - Present  

• Joined Questa Sim team at Siemens EDA

June'22 - April'25 (2 years 10 months) | Managers: Mr. Vivek Kumar, Mr. Peeyush Varshney

• Developed a novel method to transform human faces across varying focal lengths using the state-of-the-art StyleGAN architecture, redefining photorealistic image generation. 

• Designed and deployed a glare removal module for eyeglasses reflection removal, leveraging modern deep learning frameworks like U-Net and attention-based encoder networks, achieving lightning-fast latency of under 1 second on smartphones. 

• Delivered a proof-of-concept for intelligent image frame selection and deblurring, resulting in sharper, clearer photos that elevated the visual experience for millions of smartphone users. 

Dec'19 - Jun'22 (2 years 6 months) | Advisor: Prof. Varun Dutt

• Worked in the area of artificial intelligence, human-computer interaction, and behavioural cybersecurity.

• Project Name: A Game Theoretic Approach involving Experimentation and Computational Modeling using Deception in Cyber Security.

• Funding Agency: Department of Science and Technology, Government of India 

• Research resulted in 7 publications and 1 patent.