Machine Learning Developer
2012 - 2014University of Kaiserslautern, Germany- Developed LSTM-based recurrent neural network frameworks.
- Built image-generating software for synthetic image generation.
- Programmed software for object detection and tracking.
- Contributed to data mining projects with IPython and Pandas.
- Created unit testing frameworks in Python.
Technologies: C, C++, Python (Matplotlib, NumPy, Pandas), MongoDB, SQL, IPython, Statistics, Neural networks, Decision treesSenior Software Engineer
2010 - 2012Novell, Inc.- Supported directory service software on SuSE Linux.
- Created a testing framework for testing eDirectory on SuSE Linux.
- Supported the distributed computing environment on SuSE Linux.
- Developed an integration module for connecting directory services with other services.
- Created the build framework for generating weekly builds.
Technologies: C, C++, Linux, PythonSoftware Engineer
2005 - 2010IBM India Software Labs- Developed a communication framework for a middleware transaction manager.
- Developed monitoring modules for the transaction manager for real-time monitoring.
- Created testing frameworks for regression tests in Python.
- Created stress test frameworks in Python.
- Supported the whole product during releases.
Technologies: C, C++, Linux, Python
Tushar Karayil
Deep Learning Developer in Frankfurt, Hesse, Germany
Member since March 24, 2015
Tushar is a skilled software/machine learning developer with expertise in deep learning, data mining, and system programming. He has seven years of software development experience in Python and C++ working for IBM Software Labs and Novell, Inc. He is an expert in deep learning systems with TensorFlow/Keras. He is a great communicator and a talented programmer.
Tushar is now available for hire
Portfolio
- University of Kaiserslautern, GermanyC, C++, Python (Matplotlib, NumPy, Pandas), MongoDB, SQL, IPython, Statistics...
- Novell, Inc.C, C++, Linux, Python
- IBM India Software LabsC, C++, Linux, Python
Experience
- Python, 7 years
- Linux, 7 years
- Data Science, 6 years
- Deep Learning, 6 years
- Artificial Intelligence (AI), 6 years
- PyTorch, 4 years
- Google BigQuery, 4 years
- MongoDB, 3 years
Availability
Part-time
Preferred Environment
Linux, Eclipse, PyDev, GCC, Python, Git, SVN
The most amazing...
...thing I've coded is a recurrent neural network/convolution neural network combination which can understand images and describe them with sentiments.
Employment
Experience
- Optical Character Recognition for Cursive Unsegmented Character (Development)https://github.com/tmbdev/ocropy
OCR (Optical Character Recognition) for cursive characters is a challenging task for any machine learning researcher. Recurrent neural networks have demonstrated promising results on cursive connected characters. This project aims at using neural recurrent networks for unsegmented character recognition from images.
- Object Detection and Tracking (Development)
Developed a module to detect specific objects inside images and track them across long video sequences. The module is used for tracking markers in crash tests of automobiles.
- Movie Genre Analysis (Machine Learning/Data Mining) (Development)
Developed a python framework to extract main keywords from movie scripts. This data is then used to represent the movies as a Bi-Partite graph. These Bi-Partite graphs are later used for cluster analysis to see if similar genre movies form a cluster
- Text Detection in Natural Scenes Using MSERs (Machine Learning/System Programming) (Development)https://www.youtube.com/watch?v=PiYfxU68k3U
Python/OpenCV project to localize text in natural images and videos using Maximally Stable Extremal Regions (MSER). A demonstration of this project can be found at [https://www.youtube.com/watch?v=PiYfxU68k3U]. (tried through a 8 mp mobile phone camera)
Skills
Languages
C++, Python, C, SQL, BashLibraries/APIs
TensorFlow, Keras, SciPy, Matplotlib, PySide, NumPy, PyTorch, PandasParadigms
Data Science, Agile Software DevelopmentPlatforms
LinuxStorage
Google Cloud, NoSQL, MongoDBOther
Google BigQuery, Deep Learning, Machine Learning, Artificial Intelligence (AI)Frameworks
Boost
Education
- Master's degree in Machine Learning, Computer Science2012 - 2014Kaiserslautern University of Technology - Kaiserslautern, Germany
- Bachelor's degree in Computer Science and Engineering2001 - 2005National Institute of Technology - Calicut, India
