Sarabjot Singh
Senior Data Scientist at Lightup Data- Claim this Profile
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Bio
Experience
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Lightup Data
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United States
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Software Development
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1 - 100 Employee
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Senior Data Scientist
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Mar 2020 - Present
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VMware
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United States
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Software Development
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700 & Above Employee
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Staff Network AI Engineer
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Aug 2019 - Mar 2020
https://www.vmware.com/products/uhana.html
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Principal Engineer
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Jan 2017 - Aug 2019
San Francisco Bay Area Machine learning and data science for anomaly detection, root cause analysis, and wireless network operations optimization. Data mining in 4G, 5G wireless networks. VMware acquired Uhana: https://blogs.vmware.com/telco/vmware-to-add-uhana-to-telecommunications-portfolio-harnessing-the-power-of-ai-for-mobile-networks/
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Contributor
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Jan 2017 - Jan 2018
SDNizing RAN. xran.org https://wiki.onosproject.org/display/ONOS/xRAN+Controller+Integration https://docs.google.com/document/d/16zKENrqgoExUjL8M4xuZWIChcf7ltKeI3n_cjIl36eY/edit
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Intel Corporation
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United States
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Semiconductor Manufacturing
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700 & Above Employee
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Research Scientist
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May 2015 - Jan 2017
San Francisco Bay Area Research on architectures and algorithms for millimeter wave frequency based access systems. Algorithms, protocol and architecture design, and performance analysis for multi-radio HetNet traffic aggregation. - Contributed to LTE-WLAN Aggregation 3GPP WI Related public documents: Intel White Paper: https://www.intel.com/content/dam/www/public/us/en/documents/white-papers/lte-wlan-aggregation-deployment-paper.pdf 4G Americas White Paper: goo.gl/tvcxdt … Show more Research on architectures and algorithms for millimeter wave frequency based access systems. Algorithms, protocol and architecture design, and performance analysis for multi-radio HetNet traffic aggregation. - Contributed to LTE-WLAN Aggregation 3GPP WI Related public documents: Intel White Paper: https://www.intel.com/content/dam/www/public/us/en/documents/white-papers/lte-wlan-aggregation-deployment-paper.pdf 4G Americas White Paper: goo.gl/tvcxdt http://arxiv.org/abs/1603.08062 http://arxiv.org/abs/1508.05542 Co-inventor of 30+ patent applications. Show less
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Nokia
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Finland
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Telecommunications
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700 & Above Employee
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Senior Researcher
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Jan 2015 - May 2015
Berkeley, CA Research and standardization of next generation wireless technologies. - Optimization of clear channel assessment (CCA) threshold for IEEE 802.11 ax. - Scheduling algorithms for wireless ad-hoc networks. - Framework for enabling OFDMA in IEEE 802.11 ax.
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The University of Texas at Austin
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United States
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Higher Education
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700 & Above Employee
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Graduate Student
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Jan 2011 - Dec 2014
Austin, Texas Area Modeling and performance analysis of 5G and 4G wireless heterogeneous networks. - Millimeter wave wireless networks for access and backhaul. - Load balancing in HetNets. - Uplink-downlink decoupled association in HetNets.
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Graduate Teaching Assistant
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Aug 2010 - Dec 2010
Developed and graded homework, and held tutorial sessions for the undergraduate electrical engineering linear signals and systems.
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Nokia Bell Labs
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Telecommunications
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700 & Above Employee
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Research Intern
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May 2013 - Aug 2013
Holmdel, NJ Proposed and analyzed algorithms for high precision (sub-meter) RF localization in indoor environments.
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Intel Corporation
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United States
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Semiconductor Manufacturing
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700 & Above Employee
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Graduate Technical Intern
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Jun 2011 - Dec 2011
Developed quality of experience aware radio resource management strategies for optimized video delivery in LTE networks.
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Qualcomm
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United States
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Telecommunications
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700 & Above Employee
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Interim Engineering Intern
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2009 - 2009
Investigate the impact of downlink-uplink imbalance on TCP in HSDPA. Study the interplay of different system level parameters and improve TCP's performance by dynamic tuning of the same.
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Indian Institute of Science (IISc)
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India
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Research
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700 & Above Employee
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Research Intern
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2008 - 2009
Modeling and analysis of uplink interference in shadowed wireless systems particularly CDMA.
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National Physical Laboratory (NPL)
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United Kingdom
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Research Services
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700 & Above Employee
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Intern
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2007 - 2007
Algorithms for filtering ECG recordings
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Education
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The University of Texas at Austin
Doctor of Philosophy (PhD), Electrical Engineering -
The University of Texas at Austin
Master of Science (MS), Electrical Engineering -
Indian Institute of Technology, Guwahati
B.Tech, Electronics and Communication Engineering