Raju

Research Associate

Medical College of Wisconsin • Full-time

Jan 2025 - Jul 2025 • 6 mos

Contributed to the research project titled "Advanced Deep Learning for EEG-Based Seizure Detection" , which focused on bridging computational models with practical neurological applications. Key responsibilities and accomplishments included: 1. Developing a complete machine learning pipeline, which involved an initial review of research methodologies, preprocessing of EEG datasets, and feature extraction. 2. Working in coordination with team members to deploy the predictive model onto an AWS cloud environment.

Research Associate

Machine Intelligence & Robotics CoE (MINRO) • Full-time

Jun 2024 - Dec 2024 • 6 mos

We are developing software to identify necrosis in meningiomas and glioblastomas using computational methods supported by data-driven techniques and neuropathology expertise. This software is for doctors at the NIMHANS, India. The development is being conducted at the Machine Intelligence and Robotics Center Lab at the IIIIT Bangalore.

Graduate Research Assistant

IIIT Bangalore • Full-time

Jul 2021 - Jul 2024 • 3 yrs

We developed a deep learning model that combines domain knowledge with convolutional neural networks (CNNs) to detect necrosis in meningiomas. This meningioma-trained model is also capable of identifying necrosis in other brain regions (LLG/GBM). The model achieved an accuracy of 97% on meningiomas, 93% on GBM, 100% on LLG.