Anish Raj
Research Associate at Heidelberg University- Claim this Profile
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English Native or bilingual proficiency
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Hindi Native or bilingual proficiency
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Spanish Elementary proficiency
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German Full professional proficiency
Topline Score
Bio
Credentials
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TensorFlow: Advanced Techniques Specialization
CourseraNov, 2022- Oct, 2024 -
Generative Deep Learning with TensorFlow
CourseraNov, 2022- Oct, 2024 -
Advanced Computer Vision with TensorFlow
CourseraAug, 2022- Oct, 2024 -
Machine Learning Engineering for Production (MLOps) Specialization
CourseraFeb, 2022- Oct, 2024 -
Deploying Machine Learning Models in Production
CourseraJan, 2022- Oct, 2024 -
Machine Learning Modeling Pipelines in Production
CourseraDec, 2021- Oct, 2024 -
Machine Learning Data Lifecycle in Production
CourseraNov, 2021- Oct, 2024 -
Introduction to Machine Learning in Production
CourseraOct, 2021- Oct, 2024 -
Custom Models, Layers, and Loss Functions with TensorFlow
CourseraJun, 2021- Oct, 2024 -
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
CourseraJun, 2021- Oct, 2024 -
Natural Language Processing in TensorFlow
CourseraJun, 2021- Oct, 2024 -
Convolutional Neural Networks in TensorFlow
CourseraJun, 2021- Oct, 2024 -
Custom and Distributed Training with TensorFlow
CourseraJun, 2021- Oct, 2024 -
DeepLearning.AI TensorFlow Developer Specialization
CourseraJun, 2021- Oct, 2024 -
Sequences, Time Series and Prediction
CourseraJun, 2021- Oct, 2024 -
Data Analysis with Python
CourseraDec, 2020- Oct, 2024 -
Data Science Methodology
CourseraDec, 2020- Oct, 2024 -
Data Science Orientation
CourseraDec, 2020- Oct, 2024 -
Data Visualization with Python
CourseraDec, 2020- Oct, 2024 -
Machine Learning with Python
CourseraDec, 2020- Oct, 2024 -
Python for Data Science and AI
CourseraDec, 2020- Oct, 2024 -
Tools for Data Science
CourseraDec, 2020- Oct, 2024 -
Matlab Programming for Engineers
CoursovieJul, 2016- Oct, 2024
Experience
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Heidelberg University
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Germany
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Higher Education
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700 & Above Employee
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Research Associate
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Mar 2021 - Present
Researching on medical image processing with machine learning using limited data Researching on medical image processing with machine learning using limited data
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Continental
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Germany
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Motor Vehicle Manufacturing
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700 & Above Employee
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Research Associate
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Feb 2020 - Dec 2020
Road condition estimation using real-time video data with the aid of deep learning Road condition estimation using real-time video data with the aid of deep learning
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Computer Vision Group Jena
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Germany
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Higher Education
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1 - 100 Employee
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Master Thesis Project
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May 2019 - Jan 2020
Implemented various deep learning models e.g., Resnet, Mobilenet, VGG, etc. to predict facial paralysis grades from patients' face images. The grading was based on Sunnybrook and eFACE grading systems. Furthermore, transfer learning based on VGG model (pre-trained on 3 million face images) helped in improving the predictions.
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Research Assistant
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Aug 2019 - Oct 2019
1. Grading the facial palsy patients based on the eFACE and Sunnybrook rating system.2. Annotating facial landmarks on the dataset of facial palsy patients.
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Intern
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Oct 2018 - Apr 2019
Implementing deep neural networks (CNNs) for localizing facial landmarks on facial palsy patients' images
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Apollo Hospitals
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India
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Hospitals and Health Care
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700 & Above Employee
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Intern
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May 2015 - Jul 2015
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Education
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2017 - 2020
Friedrich Schiller University Jena
Master's degree, Medical Photonics -
2013 - 2017
AMITY University Gurgaon
Bachelor of Technology (B.Tech.), Biomedical/Medical Engineering -
2000 - 2012
Kendriya Vidyalaya
Mathematics, biology, programming, 87.4
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