Professional Experience

Research, development, and innovation

Research Assistant

Vellore Institute of Technology

Dec 2023 – May 2024 | Vellore, India

  • ● Engineered W-Net and U-Net architectures for brain tumor segmentation in MRI images and Computer Vision, accomplishing over 90% accuracy and amplifying delineation of tumor regions in BraTS 2020 Dataset.
  • ● Optimized tumor boundary detection, attaining a high Mean Intersection Over Union (Mean IOU of 72%) and Dice Score.
  • ● Experimented with models including VGG16, Res-Net, and Dense-Net blocks to evaluate performance and refine segmentation accuracy.
  • ● Implemented techniques for model evaluation and parameter tuning, streamlining computational efficiency and ensuring robust segmentation outcomes across diverse datasets.

Research Intern

Defence Research & Development Laboratory (DRDL)

May 2023 – Jul 2023 | Hyderabad, India

  • ● Formulated and simulated an advanced aircraft pitch control system utilizing PID controllers in MATLAB and Simulink, leveraging machine learning techniques to advance control precision and achieve an 11% improvement in system stability.
  • ● Deployed optimization strategies to refine system dynamics, effectively reducing overshot by 10% and improving overall response time by 10%, ensuring robust and efficient control performance.
  • ● Collaborated closely with Shri. Murali Mohan Gade (Scientist 'F', DOS, DRDL) on control design, advancing intelligent control strategies for aerospace systems and contributing to cutting-edge developments in robotics and autonomous aircraft control.

Leadership

Roles and responsibilities

Co-Secretary

IEEE MTTS [Microwave Theory and Techniques Society]

Jan 2023 – Dec 2023 | Vellore, India

  • ● Led as Co-Secretary of IEEE MTTS, managing and coordinating multiple events and seminars focused on emerging technologies.
  • ● Directed efforts to enhance chapter's outreach and impact through effective event planning and execution.