cv

Basics

Name Subin Erattakulangara
Label AI Engineer
Email erattakulangara@uiowa.edu
Phone 319-569-9553
Url http://www.subinek.com/
Summary Passionate Engineer with 5+ years of experience in deep learning, specializing in computer vision and NLP. Proven expertise in designing efficient AI algorithms and open-source software development. Seeking to leverage my skills for innovative solutions.

Work

  • 2023.07 - 2023.12
    R&D Engineering Intern
    Kitware Inc.
    Designed an AI adapter for the Digital Slide Archive, enabling developers to construct and integrate AI applications with the open-source HistomicsTK toolkit.
    • Developed AI tutorials for the DSA AI adapter.
    • Managed debugging and maintenance of the HistomicsTK library & Digital Slide Archive (DSA).
  • 2019.08 - Present
    Research Assistant
    University of Iowa
    Developed AI/ML tools for upper airway segmentation in 2D, 3D, and 3D + time MRI data, enhancing analysis capabilities.
    • Built segmentation models for assessing upper airway dynamics for sleep apnea.
    • Developed transfer learning methods for small dataset network training.
  • 2017.12 - 2019.08
    Hardware and Software Engineer
    Tata Consultancy Services (TCS)
    Developed and implemented intelligent chatbot systems and contributed to robotics projects.
    • Led design and 3D printing of humanoid robot shell.
    • Developed ATM testing robotic hand and voice chatbot.

Education

  • 2019.08 - 2024.12

    Iowa City, IA, US

    PhD
    University of Iowa
    Biomedical Engineering
    • Deep Learning
    • Medical Imaging Physics
    • Scientific Computing
    • Human Physiology
  • 2013.06 - 2017.06

    Calicut, India

    Bachelor of Technology
    National Institute of Technology Calicut
    Biotechnology

Awards

Skills

Deep Learning
PyTorch
TensorFlow
Keras
MONAI
scikit-learn
Programming Languages
Python
C++
MATLAB
Tools & Platforms
Git
Flask
FastAPI
MLflow
W&B
Chain