Jonathan Perkins

Jonathan Perkins Email and Phone Number

Software engineer, ML/AI researcher, physics/CS student at UAB, Intelligence Analyst at DarkTower @ Queen Associates
davidson, north carolina, united states
Jonathan Perkins's Location
Birmingham, Alabama, United States, United States
About Jonathan Perkins

Demonstrated success in programming deep neural networks, building full stack web applications, implementing scalable software solutions, and delivering actionable intelligence. Passionate about solving complex technical problems and collaborating with diverse teams. Highly-motivated, detail-oriented, and always ready to learn new skills.

Jonathan Perkins's Current Company Details
Queen Associates

Queen Associates

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Software engineer, ML/AI researcher, physics/CS student at UAB, Intelligence Analyst at DarkTower
davidson, north carolina, united states
Employees:
41
Jonathan Perkins Work Experience Details
  • Queen Associates
    Intelligence Analyst Ii
    Queen Associates Oct 2023 - Present
    Birmingham, Alabama, United States
    Programmed a Telegram chat JSON parser in Python to scrape leaked credentials and export relevant data to CSV, increasing team's card data collection efficiency by 98%Scripted and automated retrieval of 5+ TB of leaked data using bash shell in a Linux environment, allowing for retrieval of 200 times more data than was initially possible in given time framesAnalyzed more than 3 million leaked documents in Autopsy, collected information on 600 social media accounts using custom web scraping tools, and queried two dozen SQL tables with MariaDBWrote or collaborated on 45+ technical reports detailing software, threats, and vulnerabilities to Fortune 500 clients; created Looker Studio and RStudio graphics to visualize cyber criminal trendsTested and analyzed open and closed source code of malicious applications written in C#/.NET, Python, JavaScript, and PHP; examined capabilities of Microsoft Azure Virtual Desktop (RDP)Used OSINT skills to track 35 threat actors through network traffic analysis, social media, and public record databases; delivered key findings with clear and actionable recommendations
  • University Of Alabama At Birmingham
    Machine Learning Researcher
    University Of Alabama At Birmingham Aug 2022 - Present
    Birmingham, Alabama, United States
    Trained and validated 40+ machine learning models in Python using Scikit-learn, Pytorch, Pyro, Nimfa, and other ML/AI libraries; evaluated results using EVR and other metricsRemoved 100% of cosmic rays and 90% of background noise from hyperspectral HDF5 data of energy materials collected via cathodoluminescence spectroscopyDeveloped unsupervised and semi-supervised variational autoencoder deep neural networks (DNNs) for spectral and image feature detectionCreated 120+ figures demonstrating data cleansing techniques, latent space representations of hyperdimensional data, and accuracy of models through data visualization softwarePresented research progress and discussed publications on machine learning and nonlinear optics with research group on a weekly basis, collaborating on various research projects
  • The Knight School
    Chess Instructor
    The Knight School Aug 2022 - May 2024
    Birmingham, Alabama, United States
    Supervised daily chess programs for groups of 10 to 20 students while communicating regularly with parents about curriculum.Developed and implemented creative teaching techniques to help students learn strategy, tactics, and critical thinking skills.
  • Soccer Shots Franchising
    Soccer Coach
    Soccer Shots Franchising May 2022 - May 2024
    Birmingham, Alabama, United States
    Instructed groups of 5 to 15 children in soccer techniques, adjusting coaching based on needs of young athletes, using positive reinforcement.Routinely communicated the child's progress to parents and maintained positive relationships with parents, players, and fellow coaches.
  • National Science Foundation (Nsf)
    Data Scientist Intern
    National Science Foundation (Nsf) May 2023 - Aug 2023
    Birmingham, Alabama, United States
    Participated in a Research Experience for Undergraduates (REU) program as a computational data scientist tasked with cleansing and modeling spectroscopic data in PythonTested 30+ signal processing filters and trained PCA and NMF machine learning models to obtain a parts-based representation of complex, hyperdimensional dataCollaborated on investigations into potential applications of convolutional neural networks (CNNs)Demonstrated locations and causes of photovoltaic (PV) material degradation
  • Shades Mountain Baptist Church
    Children'S Counselor
    Shades Mountain Baptist Church May 2021 - May 2023
    Vestavia Hills, Alabama, United States
    Supervised after-school programs, directing and mentoring hundreds of children in recreational and academic activities.Facilitated check-outs, third-party events, communication, and other front-desk responsibilities.
  • Waitr
    Delivery Driver
    Waitr Mar 2020 - May 2022
    Birmingham, Alabama, United States
  • Olexa'S Cafe, Catering & Cakes
    Server
    Olexa'S Cafe, Catering & Cakes Sep 2019 - Mar 2020
    Mountain Brook, Alabama, United States
  • Global Vision Christian School (Gvcs)
    English Language Teacher
    Global Vision Christian School (Gvcs) Dec 2019 - Jan 2020
    Mungyeong, North Gyeongsang, South Korea
    Developed English curriculum for elementary age students.Taught a class of 20 kids basic grammar, syntax, listening comprehension, writing, reading, and speaking.
  • Word Of Life Fellowship
    Band Member
    Word Of Life Fellowship Aug 2016 - Aug 2019
    Pottersville, New York, United States
    Traveled the country with three separate bands over the course of three year.Lead and backup vocals, acoustic and electric guitar, keys, drums / percussion, and flute.
  • Word Of Life Fellowship
    Camp Counselor
    Word Of Life Fellowship May 2014 - Aug 2019
    Hudson, Florida, United States
    Working at various youth summer and winter camps in Florida and New YorkMaintenance, grounds, rock wall operator, musician, camp counselor, and counselor leader positions

Jonathan Perkins Education Details

Frequently Asked Questions about Jonathan Perkins

What company does Jonathan Perkins work for?

Jonathan Perkins works for Queen Associates

What is Jonathan Perkins's role at the current company?

Jonathan Perkins's current role is Software engineer, ML/AI researcher, physics/CS student at UAB, Intelligence Analyst at DarkTower.

What schools did Jonathan Perkins attend?

Jonathan Perkins attended University Of Alabama At Birmingham, Liberty University.

Who are Jonathan Perkins's colleagues?

Jonathan Perkins's colleagues are Sadie Stewart, Rebecca Owen, Gadrick Chin, Suchitra Thomas, Lynn Mcbride, Carl Smith, Mariane Ramil.

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