Timofey Efimov
Machine Learning Researcher at Rice University Electrical and Computer Engineering- Claim this Profile
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English Native or bilingual proficiency
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Russian Native or bilingual proficiency
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French Elementary proficiency
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Bio
Experience
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Rice University Electrical and Computer Engineering
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United States
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Higher Education
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1 - 100 Employee
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Machine Learning Researcher
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May 2022 - Present
Work on a paper that uses Graph Neural Networks to predict the Key Performance Indicators of wireless communication network Work on a paper that uses Graph Neural Networks to predict the Key Performance Indicators of wireless communication network
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Rice University
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United States
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Higher Education
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700 & Above Employee
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Vice President( Second Team Leader) at Rice Hyperloop
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Aug 2019 - Nov 2021
· Run the team as a second team lead, managing the team of 40 members, working on the development of the Hyperloop prototype for the competition, created by SpaceX · Managing financial funding of the team and finding club sponsors · Developed the communications, controls, and data collections systems · Run the team as a second team lead, managing the team of 40 members, working on the development of the Hyperloop prototype for the competition, created by SpaceX · Managing financial funding of the team and finding club sponsors · Developed the communications, controls, and data collections systems
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Rice Networks Group
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Houston, Texas, United States
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Engineering Intern
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Jun 2021 - Aug 2021
I worked on realization of high-resolution environmental sensing by exploiting the ability of networked drones to dynamically move sensors in 3D and analyze pollution in the atmosphere. During my time in the Rice Networks Group and ASTRO project specifically I participated in the following research-related activities: · Created path-planning algorithm for the networks of drones · Built, improved, tested, and flew hexacopters/quadrocopter · Data analysis of the pollution situation on the south of Houston Show less
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Rice University Electrical and Computer Engineering
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United States
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Higher Education
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1 - 100 Employee
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Undergraduate Researcher
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Nov 2020 - May 2021
Undergraduate researcher at Parallel Hardware Applications in Science and Technology (PHAST) group as a part of Vertically Integrated Projects of Rice University. The project I am working on focuses on signal processing algorithms for 5G base stations for large scale or Massive MIMO wireless communications systems. It involves work with Matlab and neural networks in Python for to analyze data and enhance efficiency of wireless communication systems. Undergraduate researcher at Parallel Hardware Applications in Science and Technology (PHAST) group as a part of Vertically Integrated Projects of Rice University. The project I am working on focuses on signal processing algorithms for 5G base stations for large scale or Massive MIMO wireless communications systems. It involves work with Matlab and neural networks in Python for to analyze data and enhance efficiency of wireless communication systems.
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SEDS Rice
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United States
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Aviation and Aerospace Component Manufacturing
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1 - 100 Employee
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Electrical Engineer at Rice Chapter of SEDS
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Sep 2020 - Jan 2021
I work at Communications team which focuses on designing the communication system for the CubeSat satellite, which is going to be launched in 2022. Involves design of antennas and work with microcontrollers to establish the data transmission between the satellite and collection center on the Earth. I work at Communications team which focuses on designing the communication system for the CubeSat satellite, which is going to be launched in 2022. Involves design of antennas and work with microcontrollers to establish the data transmission between the satellite and collection center on the Earth.
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Legionarius Defense LLC
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Boston, Massachusetts, United States
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Engineering Intern
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Jun 2018 - Jul 2018
I worked as both electrical and mechanical engineering at start-up, which is working on healthcare innovations for for military and law enforcement professionals. I designed the prototype of the safety system for motorcyclists as a personal project. The system detects the accidents and inflates the airbags on the most vital parts of the body inside the suit. The work included working with Cortex and Arduino microprocessors and design of the airbags and carbon dioxide delivery system. Show less
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Education
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Rice University
Bachelor of Science - BS, Electrical and Computer Engineering