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$50 USD / hour
Flag of SINGAPORE
singapore, singapore
$50 USD / hour
It's currently 3:04 PM here
Joined October 8, 2014
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Prateek K.

@prateekkarkare

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$50 USD / hour
Flag of SINGAPORE
singapore, singapore
$50 USD / hour
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Digital circuits, Machine learning, React-Native

Entrepreneur, Electrical engineer from IIT Bombay, expert in neural networks, neuromorphic systems and hardware acceleration of machine learning algorithms. Also experienced in Python, C and embedded system design and IoT. Experienced react-native user and have built apps for healthcare IT. Dynamic and used to working in fast paced environments

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Experience

Co-Founder

Remedi Healthcare
Feb 2019 - Present
Building a platform to help cancer patient log their treatment journey. The platform uses AI and analytics to help in easier drug discovery and phase IV clinical trials

Research Associate

Nanyang Technological University
Feb 2017 - Dec 2018 (1 year, 10 months)
Took a research project to market, built ultra low power IoT systems to track and predict animal health using edge machine learning. Exploring algorithms and principles of brain function and application to electronics and computer science Working with Silicon retina and Spiking neural networks and vision procession algorithms to classify images and videos.

Design Engineer

Xilinx
Jul 2012 - Dec 2016 (4 years, 5 months)
I was responsible for designing circuits for clock distribution in FPGA. Worked on RTL to GDS design flow for various blocks Extensive experience in power analysis, timing analysis and physical design. Experienced in flow development and data analysis using Python

Education

Master of Technology

Indian Institute of Technology, Bombay, India 2011 - 2012
(1 year)

Bachelor of Technology

Indian Institute of Technology, Bombay, India 2007 - 2011
(4 years)

Qualifications

Machine Learning

Coursera
2016
Basic tenets of machine learning and its applications

Tensorflow and Deep learning with Python

Udemy
2018
Built reinforcement learning models using tensorflow

Deep learning Specialization

Coursera
2019
Neural Networks and Deep Learning Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Structuring Machine Learning Projects Convolutional Neural Networks Sequence Models

Publications

On Pairing of Bipolar RRAM Memory With NPN Selector Based on Set/Reset Array Power Considerations

5th IEEE International Nanoelectronics Conference, IEEE INEC 2013

Powering the IoT through embedded machine learning and LoRa

IEEE 4th World Forum on Internet of Things (WF-IoT)

Epitaxial Si Punch-Through based Delector for Bipolar RRAM

IEEE Device Research Conference 2012

Punch-Through Diode Based Bipolar RRAM Selector by Si Epitaxy

IEEE Electron Devices Letters

A Two Terminal Vertical Selector Device for Bipolar RRAM

Pacific Rim Meeting on Electrochemical and Solid State Science (PRiME)

A Bipolar RRAM Selector with Designable Polarity Dependent On-Voltage Asymmetry

IEEE, International Memory Workshop

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