2018 to 2025 – Teaching Assistant – IIT Tirupati, Courses: Image Processing Lab, Computer Vision Lab, Advance Signal Processing, Speech Signal Processing, Computer Vision, Deep Learning and Machine Learning.
2019 to 2025 – Research Scholar – IIT Tirupati.
2022 to 2025 - Reviewer for NCC, CVIP, ICVGIP, Geo Sciecnce and Remote Sensing Letters, Engineering Applications of Artificial Intelligence, CVPR, ECCV, BMVC and CVPRW
Developing specialized loss functions to address class imbalance in object identification tasks, including classification, detection, and segmentation.
Designing lightweight models for object detection and enhancing detection modules within tracking frameworks to improve tracking performance.
Creating advanced frameworks for generating more challenging adversarial samples using adversarial attack techniques to enhance the robustness of object detection methods.
These methodologies are applied in Precision Agriculture, Transportation, Autonomous Systems, and Healthcare to enhance efficiency, safety, and automation in real-world scenarios.
Awards & Fellowships
2023 - First Position in "Infrared imaging-based drone detection and tracking in distorted surveillance Videos" - challenge Competition in IEEE International Conference on Image Processing.
Ministry of Education Research Scholarship of USD 27000 for PhD at IIT Tirupati (Jan 2018 – Feb 2025).
MHRD Teaching Assistant Scholarship of USD 3000 in Masters at IIT Tirupati (Aug 2018 – Dec 2019).
IITT-NIF scholarship of USD 2,725 in PhD at IIT Tirupati (Aug 2023 - Jan 2025).
MHRD conference scholarship of USD 1,500 for attending Asian Conference on Machine Learning (Dec 4-8, 2024, Hanoi, Vietnam).
Visiting Research Scholar under INMOST Project – USD 3,650 (Oct 7 – Nov 28, 2024) at University of Agder, Norway.
