Biography
I am a Master of Science student in the Department of Computer Science at the University of Buffalo. My current research focuses on increasing the trustability and precision of multimodal generative models at the Trusted AI Lab under the supervision of Prof. Nalini Ratha. Previously, I was an Undergraduate at IIT Jodhpur in the Department of Computer Science where I have worked on adversarial learning and leveraging foundation models for biometric applications at the Image Analysis and Biometrics Lab advised by Prof. Mayank Vatsa and Prof. Richa Singh.
- Generative AI
- Computer Vision
- Robotics
- Trustable AI
MS in Computer Science and Engineering, Present
University at Buffalo, State University of New York, NY, USA
B.Tech in Artificial Intelligence and Data Science, 2024
Indian Institute of Technology, Jodhpur, India
Experience
Responsibilities include:
- Improving the inference time of CNN models for applications like Face Recognition.
- Developing an end-to-end privacy enhanced CNN network with FHE encryption techniques
- Working on generative models like LLMs and Diffusion Models. Mentor: Prof. Nalini K Ratha.
Responsibilities include:
- Wheat and Canola plants data collection, annotation and analysis.
- Developing Object Detection models such as Efficient-Det and Yolov8 for accurate detection. Mentors: Prof. Li Cheng and Dr. Weiping Zeng
- Deploying on company’s demo website through AWS S3 for real-time usage.
Responsibilites include:
- Creating an extensive literature survey on work done in MOS like analyzing SOTA models like Referformer, MTTR etc.
- Incorporating temporal information between relatively important frames into RefVos along with encoder-decoder structures for feature retrieval. Mentors: Dr. Santosh K Vipparthi and Dr. R. Balasubramanian
