cv
Basics
Name | Subin Erattakulangara |
Label | AI Engineer |
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
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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).
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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.
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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
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2019.08 - 2024.12 Iowa City, IA, US
PhD
University of Iowa
Biomedical Engineering
- Deep Learning
- Medical Imaging Physics
- Scientific Computing
- Human Physiology
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2013.06 - 2017.06 Calicut, India
Awards
- 2023.07.01
Startup Accelerator Participant
Builders and Backers
- 2022.05.01
Shark Tank Competition Finalist
ISMRM International Conference
- 2022.04.01
Best Poster Award
University of Iowa College of Engineering Research Open House
Publications
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2020.04.01
Skills
Deep Learning | |
PyTorch | |
TensorFlow | |
Keras | |
MONAI | |
scikit-learn |
Programming Languages | |
Python | |
C++ | |
MATLAB |
Tools & Platforms | |
Git | |
Flask | |
FastAPI | |
MLflow | |
W&B | |
Chain |