Professional Experience
IIT- Bombay (2015 to 2017)
Project Research Assistant
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​Led software and algorithm development for smart healthcare devices.
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Developed custom computer vision algorithms and filters for segmentation tasks in hyperspectral imaging.
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Worked with de-noising, and morphological transforms for data cleaning and processing.
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Developed real time video processing versions for these algorithms, for deployment on single board platforms.
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Developed relational model for biological parameters for obtaining continuous valued outputs.
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Collected and maintained bio-electric signal datasets, and performed data processing and cleaning processes on this.
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Worked with Machine Learning based predictive techniques, such as Artificial Neural Network regressors in order to perfect variable relationships.
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Developed a custom peak detection algorithm for raw bio-electric signals based on the Z-score parameter.
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Worked on the data processing and cleaning extensively for these signals.
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Developed custom hardware for these devices.