INTERNSHIP
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Deep Learning Intern, Liberwin, May 2020 to Aug 2020
Liberwin is a tech startup that helps transforming Enterprise Talent mobility & Employee engagement with SaaS Digital Talent Platform. Their mission is to lead the transformation of global work environment and culture for the future, by way of democratizing work, creating an ecosystem of trust and transparency, enabling enterprises to digitize work and engage best matching talent on-demand and empowering professionals with freedom of work.
For more information, please visit https://liberwin.com/
During my time at Liberwin, I have
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Developed an AI-powered Digital Talent Platform (DTP) used for engaging employees differently by giving them the choice of work
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Experimented with different methods of data acquisition. In the process, spent a good amount of time in generating different cases
of user database for the model to be able to learn better. -
Experimented with different deep learning training strategies like Transfer learning and Deeply Supervised Learning to make the model
generalize on any attributed database.
HUMAN ACTIVITY RECOGNITION AND SMART BANDWIDTH MANAGEMENT
Machine Learning Intern, Tantiv4, May 2020 to Sep 2020
Tantiv4's IoT solutions bring together top technologies, strategies and implementations for key industries. Our innovative solutions, products and services connect "Things" to the Internet, helping grow adoption in today's challenging environments. Built on the core ThingaOS platform, Tantiv4 solutions in Home Automation, Disaster Management, and Power Metering help resolve critical challenges on the edge and the cloud faced by our customers and their consumers.
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For more information, please visit https://www.tantiv4.com/
During my time at Tantiv4, I have
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Developed machine learning models for analyzing sensor data acquired from various movements and activities in homes.
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Experimented with different models like Naive Bayes classifier and Deep Belief Networks.
of user database for the model to be able to learn better. -
I was also able to contribute to one of their primary AI solutions, ’REZRV’ patent technology for smart bandwidth management.