About Me
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 generative models in resource-constrained environments 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 Dr. Mayank Vatsa and Dr. Richa Singh.
- Deep Learning
- Computer Vision
- Robotics
- Trustable AI
MS in Computer Science and Engineering, Present
University at Buffalo, NY
B.Tech in Artificial Intelligence and Data Engineering, 2024
Indian Institute of Technology, Jodhpur
Experience
Responsibilities include:
- Working on improving training and inference time of CNNs and generative models in general under Prof. Nalini K Ratha.
Responsibilities include:
- Wheat and Canola plants data Collection and Annotation.
- 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 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
