Ayobami S. Edun
Graduate Research Assistant at the University of Florida. Gainesville
I was a PhD student at the University of Florida. I work with SmartDATA Lab under Prof. J.B Harley. Graduated Spring 2022. My major interests are Data Science, Machine Learning, Renewable Energy, Smart grids, IOT/Cyber-Physical Systems, and Precision Agriculture.
In an alternate life, I would be an applied mathematician, a soccer player, or a tourist.
Whatever thy hands findeth to do, do it with all thine heart.
MY MOTTO
CURRENT POSITION
University of Florida
Graduate Research Assistant
Aug 2017 – Present
Skills
Software Skills
- Python (Numpy, Scipy, Tensorflow, Keras)
- PyTorch
- R
Matlab
C++
Tableau
Knowledgeable in
- Deep Learning
- Bayesian Statistics
- Statistical Linear Models
- Spread Spectrum Time Domain Reflectometry (SSTDR)
- Digital Signal Processing
- Power System Analysis
- ....many more
Machine Learning Algorithms
- Convolutional, Deep, and Recurrent Neural Networks
- Autoencoders
- Attention learning and Transformers
- Variational Inference
- Dirichlet Process
- Markov chains
- PCA, MDS, LDA, FDA.
- Mixture of experts
- ...many more
Leadership and Professional Service
- Vice President, Africans/African Americans in ECE graduate student organization (August 2020 - Present)
- Poster Judge, Photo-voltaic Reliability Workshop, Colorado (Feb 2019)
- President, Electrical and Computer Engineering Graduate Student Organization (2018-2019)
Awards/Recognition
- Inducted into UF Hall of Fame March 2022
- Inducted into Edward A. Bouchet honor society Feb 2022
- Alec Courtelis Award : It recognize students who distinguish themselves not only by their exemplary academic achievements, but also by a wide range of accomplishments and contributions to UF and the community.
- Attributes of a Gator Engineering award for service to the community, UF college of Engineering 2021
- UF ECE Graduate Student Organization Awards - Best Teaching Assistant Spring 202 (For being a supervised teacher for "Foundations of Machine Learning" )
- Outstanding Achievements Award from Herbert Wertheim College of Engineering 2020
- Scarborough-Maud Fraser Award, UF International Center 2020
- Deeper Dreams Scholarship Fund 2018
Publications
Journal papers
Ayobami Edun, Cody LaFlamme, Samuel Kingston, Cynthia M. Furse, Michael A. Scarpulla, Joel B. Harley
Samuel R. Kingston, Cody LaFlamme, Mashad U. Saleh, Hunter Ellis, Evan Benoit, Ayobami Edun, Michael A. Scarpulla, Cynthia Furse, Joel B. Harley
Cody LaFlamme, Evan Benoit, Ayobami Edun, Cynthia M. Furse, Paul Kuhn, Michael A. Scarpulla, Joel B. Harley
Ruben Vazquez, Ayobami Edun, Ann Gordon-Ross and Greg Stitt
Samuel Kingston, Evan Benoit, Ayobami S Edun, Farhad Elyasichamazkoti, Dawn E Sweeney, Joel B Harley, Paul K Kuhn, Cynthia M FurseAyobami S. Edun, Kirsten Perry, Joel B. Harley, Chris DelineAyobami S. Edun, Samuel Kingston, Cody LaFlamme, Evan Benoit, Cynthia M. Furse, Michael A. Scarpulla, Joel B. Harley
Evan Benoit, Jack Mismash, Samuel Kingston, Ayobami S. Edun, Hunter Ellis, Cody LaFlamme, and Scarpulla, Michael A. Scarpulla, Joel B. Harley, Cynthia M. Furse.Samuel R Kingston, Hunter Ellis, Mashad U Saleh, Evan J Benoit, Ayobami Edun, Cynthia M Furse, Michael A Scarpulla, Joel B HarleyAyobami S. Edun, Cody LaFlamme, Samuel Kingston, Harsha Vardhan Tetali, Evan Benoit, Cynthia M. Furse, Michael A. Scarpulla, Joel B. HarleySamuel Kingston, Naveen KT Jayakumar, Mashad U Saleh, Evan Benoit, Ayobami Edun, Rujun Sun, Cynthia M Furse, Michael A Scarpulla, Joel B Harley,Mashad Uddin Saleh, Chris Deline, Evan Benoit, Samuel Kingston, Ayobami S. Edun, Naveen Kumar Tumkur Jayakumar, Joel B. Harley, Cynthia Furse, Michael ScarpullaA. S. Edun, N. K. T. Jayakumar, S. Kingston, C. Furse, M. Scarpulla and J. B. Harley, "Spread Spectrum Time Domain Reflectometry with Lumped Elements on Asymmetric Transmission Lines," in IEEE Sensors JournalConference Papers
Samuel Kingston, Naveen KT Jayakumar, Mashad U Saleh, Ayobami Edun, Evan Benoit, Rujun Sun, Cynthia M Furse, Michael A Scarpulla, Joel B Harley, 2019 IEEE AUTOTESTCON, National Harbor, MD, USA, 2019, pp. 1-4.A. Edun, R. Vazquez, A. Gordon-Ross and G. Stitt, "Dynamic Scheduling on Heterogeneous Multicores," 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), Florence, Italy, 2019, pp. 1685-1690.Posters
Spread Spectrum Time Domain Reflectometry to Detect and Locate Disconnects in Large-Scale PV Arrays
Ayobami S. Edun, Cody LaFlamme, Mashad U. Saleh , Samuel Kingston, Evan Beniot, Hunter Ellis, Jack Mismash, Michael A. Scarpulla, Cynthia M. Furse, Joel B. Harley
Quantifying impact of environment on spread spectrum time domain reflectometry signatures of PV arrays and implications for fault detection
C. LaFlamme, A. S. Edun, E. Benoit, M. A. Scarpulla, C. M. Furse, J. B. Harley,Simulating the Spread Spectrum Time Domain Reflectometry Responses of Photovoltaic Cells to Detect and Locate Faults
Samuel Kingston, Ayobami Edun, Evan Benoit, Naveen K. T. Jayakumar, Mashad Uddin Saleh, Cynthia M. Furse, Michael A. Scarpulla, Joel B. Harley
Software Publications
Edun, Ayobami, Perry, Kirsten, and Deline, Christopher. Panel-Segmentation. Computer Software. https://github.com/NREL/Panel-Segmentation. USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Solar Energy Technologies Office. 30 Nov. 2020. Web. doi:10.11578/dc.20201130.12.
Ayobami S. Edun, Joel B. Harley (2020) Spread Spectrum Time Domain Reflectometry with Lumped Elements on Asymmetric Transmission Lines [Source Code]. https://doi.org/10.24433/CO.5338695.v1
Other papers from the group:
Projects
A selection of other projects I've worked on
Design and Assembly of Ventilators
https://simulation.health.ufl.edu/technology-development/open-source-ventilator-project/
I was part of the team that designed and assembled low-cost ventilators to combat the spread of Covid-19. In collaboration with the Center for Safety, Simulation, and Advanced Learning Technologies (CSSALT) through the Center for African Studies, I led a business and technology outreach program to share best practices for building this affordable ventilator using open-source design specifications and locally available materials. My team reached out to engineers, health professionals, health technology designers, and investors in Africa and the US to enable network building and sharing of best practices. This model design is now in five (5) African countries.
Webinar video on the design and assembly of a ventilator
Panel Segmentation project with the US Department of Energy
The Panel-Segmentation package is a computer vision (CV) framework for automated metadata extraction for solar PV arrays using satellite imagery. With Panel-Segmentation, a user inputs a set of latitude-longitude coordinates to automatically generate a satellite image using the Google Maps API, and runs the image through a deep learning framework to get a pixel-by-pixel representation of the solar panel (s) in an image. If a solar array is located, the user can then perform spectral clustering to cluster individual solar arrays in an image (if applicable), and run each cluster through an azimuth estimation algorithm. This package framework is versatile, allowing for future CV techniques to be added and/or modified
Education
University of Florida
PhD Student
Advanced Data Science for solar diagnostics
University of Florida
MS (2017 -2019)
Projects:
- Dynamic Scheduling on heterogeneous cores.
Federal University of Technology Akure, Nigeria
BS (2009 -2014)
Project: Bidirectional rotation of three-phase induction motor with wireless remote
Experiences
Benin Electricity Distribution Company, Nigeria
Nov 2016 - Aug 2017
Graduate Engineer
- Enrollment of customers for a proper database. Carrying out surveys for data analysis and Modeling for better service to customers.
- Mapping, Indexing and tagging of customer premises, transformers and other assets for easy identification, scheduled routine maintenance, easy monitoring and control
- The use of GIS for faster analysis, speedy retrieval of data, easy updating and sharing of data and for Electrical Analysis platform that helps in modelling the unbalance load, performing flow analysis and drop analysis.
- Metering of Customers
Mobax Telecoms, Nigeria
July 2016-Oct 2016
Microwave Transmission Engineer
- Installation, Maintenance and Troubleshooting of Point to Multipoint Microwave links using Cambridge Radios, Antenna.
- Configuration of the radio.•Running of test and integration of the established link.
- Delivering of services ranging from Internet, IPConnect, Leased Line and Voice to customers per their respective needs.
- Conduction of Line of Sight and Technical Survey before any installation
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QRSM International Company Limited, Nigeria
July 2015–April 2016
IT Support Staff
- Ensured availability and security of company’s network
- Ensured functionality of all computer systems
- Monitoring and logging of data usage
- Generate feeds for company’s social network
- Generate information for the company website.
- Digital Marketing
- Coordination and supervision of ‘basic swimming and survival training for Oando Staffs.
- Other administrative duties
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Copyright 2020