Gurucharan Marthi

Experience

• 

  InuAid Solutions Private Limited

  Apr 2020 - Jun 2020

  Software Programming Intern

  – Developed an AI/ML-based inventory management app in Python and MySQL, improving real-time stock monitoring and streamlining inventory processes.– Built an X-ray monitoring UI using deep learning with TensorFlow, improving COVID-19 detectionaccuracy by 20%.

• 

  SoftSensor AI Labs

  Jun 2020 - Oct 2021

  Machine Learning Intern

  – Developed a deep learning pipeline in Python using PyTorch and AWS for Alzheimer’s diagnosis, handling large PET/MRI datasets, improving accuracy by 18%.– Integrated AI algorithms into clinical workflows, streamlining processes and enabling faster decision-making using Python and AWS.

• 

  The Neuro (Montreal Neurological Institute-Hospital)

  Jan 2022 - now

  Graduate Student Researcher

  – Thesis topics: Neuroimaging, Deep Learning, and Computer Vision, focusing on Structural and Diffusion MRI.– Developing an automated deep learning pipeline for optic pathway tractography to analyze both diffusion and structural MRI data.– Conducted over 200+ MRI acquisitions using the Siemens 3T Prisma scanner, optimizing and exploring various MRI sequences to identify the best protocol for imaging the visual pathway.– Working on large medical imaging datasets to enhance registration and segmentation using Python-based PyTorch and LLMs, leveraging CUDA-enabled GPUs for parallel programming to improve computational efficiency. Show less