Organized and motivated employee eager to apply time management and organizational skills in various environments. Seeking entry-level opportunities to expand skills while facilitating company growth.
Detection, 2023, Python, TensorFlow, X-Rays, TPU’s, TensorFlow based CNN model for classification of Pneumonia from 1,295 X-Ray images achieving a recall score of 0.9974. Utilized TPU accelerated environment, accessing Google Cloud services for 80:20 training-validation split increasing the accuracy score by 59%., Recognized and funded by the Karnataka State Council for Science and Technology. Perception, 2023, Python, DICOM Images, Achieved 3D reconstruction of 2D DICOM medical image with precise segmentation and volume rendering-achieved a DICE coefficient of 1. Involves aggregating 2D slices and applying transfer data to map intensity and values to colors and opacity., Recognized and funded by the Karnataka State Council for Science and Technology