Showcasing my work and thoughts
I am a passionate researcher and developer with a focus on innovative technology solutions for healthcare and biological sciences. I have worked on cutting-edge projects including gait analysis apps, assistive tools for Alzheimer's patients, and deep learning models for gesture recognition. My expertise spans computer vision, reinforcement learning, and protein structure analysis, with a commitment to advancing urban growth monitoring, rehabilitation, and biomedical research. I hold patents for my gait and Alzheimer’s assistance apps and continue to explore impactful applications of AI and machine learning.
Apr 2023 - Present
Under the guidance of Prof. Srinivasa Chakravarthy, CNS lab, IIT-M. Created an Android app that measures gait using data from in-built Gyroscope and Accelerometer sensors, calculating a complete Gait Profile with numerical algorithms.
Jan 2023 - Present
Under the guidance of Prof. Srinivasa Chakravarthy, CNS lab, IIT-M. Developed a Progressive Web App (PWA) to assist Alzheimer's patients with recalling names of people and objects, featuring a facial recognition system using triplet loss and an object classification system in Javascript.
Dec 2022
Under the guidance of Prof. Srinivasa Chakravarthy, CNS lab, IIT-M. Used the Mediapipe module to recognize and classify hand movements into gestures, enabling communication with smartphones, computers, or drones.
Sep 2022 - Nov 2022
Under the guidance of Prof. Srinivasa Chakravarthy, CNS lab, IIT-M. A computer vision project developing a model to evaluate changes between two input images, tested with LEVIR-CD and SYSU-CD datasets for urban growth, extensible to land use, agriculture, disaster response, and biological data.
Apr 2022 - Aug 2022
Under the guidance of Prof. Srinivasa Chakravarthy, CNS lab, IIT-M. Inspired by biological saccade movement, created a model using reinforcement learning to count objects with human-like behavior.
Aug 2020 - May 2021
Under the guidance of Prof. Athi Narayanan, Associate Professor, IIT-M. Conducted statistical analysis of protein structures to understand amino acid neighborhoods, aiding prediction of side chains and vacant spaces.
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