Garrett Cayce Email and Phone Number
👋 Welcome to my LinkedIn profile! I am passionate about advancing the frontiers of technology, I am a dedicated Electrical Engineer currently pursuing a Ph.D. in Electrical Engineering at the University of North Texas. My journey has been marked by a relentless pursuit of knowledge and innovation, as evidenced by my research in the OSCAR Lab. There, I have honed my expertise in signal processing and machine learning, with a focus on enhancing efficiency without compromising performance.🌎 My commitment to excellence is reflected not only in my academic achievements but also in my professional experiences. As a Firmware Engineering Intern at JMA Wireless, I played a key role in firmware development and optimization, contributing to streamlined board calibration processes and expanding software capabilities for new products.🏆 My journey is underscored by a string of accolades, including Best Student Paper at SPIE DCS, first-place awards at IEEE competitions, and recognition for outstanding leadership in IEEE-HKN. These achievements validate my commitment to excellence and my ability to drive impactful results.💻 With a robust foundation in advanced programming, my expertise extends seamlessly into the realms of machine learning, deep learning, computer vision, and digital signal processing. Proficient in Python, C/C++, and MATLAB, I specialize in crafting solutions that leverage the intersection of these technologies. My proficiency in computer vision enables me to unravel complex visual data, while my mastery in machine learning and digital signal processing facilitates innovative problem-solving. Thriving in collaborative environments, I bring a technical understanding that combines the power of these disciplines, and I have a proven knack for fast learning in dynamic technical landscapes.🤝 Let's connect to explore opportunities for collaboration, innovation, and the shared pursuit of excellence in the realm of Machine Learning, Signal Processing and Artificial Intelligence.Let me help you!GarrettGarrett.Cayce@gmail.com(940) 535-4181Technical Skills: Data Science | Computer Science | Computer Vision | Machine Learning (ML) | Deep Learning | Algorithm Optimization | Digital Signal Processing (DSP) | Image Processing | Natural Language Processing (NLP) | Linux | Python (programming language) | TensorFlow | PyTorch | OpenCV | Amazon Web Service (AWS) | GitHub | GitLab | Bitbucket | SQL | Data Analysis | Extract Transform Load (ETL) | Python | MATLAB | LaTeX | Pattern Recognition | Anomaly Detection | end-to-end model deployment
O.S.C.A.R. Lab
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Research AssistantO.S.C.A.R. Lab Jan 2021 - PresentDenton, Texas, United StatesTasked with the development, assessment, and utilization of advanced statistical machine learning methodologies to decipher intricate patterns from vast and varied data collections. I tapped into both conventional and emergent techniques spanning supervised, unsupervised, and deep learning realms to tackle intricate problems such as data categorization, outlier detection, and prediction. I also played a pivotal role in partnering with software developers to introduce state-of-the-art solutions to our operational environment while maintaining close coordination with division leaders.Key Responsibilities:• Engineered and upheld software frameworks that catered to a broad spectrum of analytical needs, encompassing data acquisition, transformation, advanced machine learning, and statistical evaluations.• Spearheaded innovative investigations into statistical machine learning methodologies, revealing concealed correlations within extensive and multifaceted data sources.• Employed avant-garde models and the latest research insights, harnessing concurrent and parallel algorithms to navigate the intricate challenges at the vanguard of the machine learning field.Achievements:• Published seven research projects at international conferences, showcasing expertise in convolutional neural networks, vision transformers, and recurrent neural networks for applications in computer vision, robotics, and automation at IEEE and SPIE.• SPIE DCS 2023 - Best Student Paper award (First Author) "Enhancing Ethical Data Partitioning with L1-norm Principal Component Analysis."• IEEE Metrocon 2022 - Graduate Student Poster Competition - 1st place - “Improved Neural Network Arrhythmia Classification Through Integrated Data Augmentation”Courses TA:Engineering Tools - Fall 2023Electromagnetics - Fall 2024
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Firmware EngineerJma Wireless Jun 2020 - May 2021Allen, Texas, United StatesJMA Wireless is a global innovator in wireless connectivity solutions. Specializing in the design and manufacturing of advanced wireless communication systems, JMA Wireless provides cutting-edge solutions for in-building and outdoor wireless networks. With a commitment to technological excellence, the company offers a comprehensive range of products and services, including antenna systems, RF connectors, and distributed antenna systems (DAS). JMA Wireless plays a crucial role in enabling seamless and reliable connectivity in diverse environments, catering to the evolving needs of telecommunications and other industries.Key Responsibilities:• Firmware development and testing• Updated software of legacy code to allow support for new products• Created commands to read and write registers• Troubleshooting and isolating problems, then developing solutionsAchievements:• Enhanced the board calibration workflow, achieving a tenfold reduction in time during mass production. This resulted in a significant decrease in engineering hours, reducing the calibration time from 160 hours to just 8 hours for a quantity of 1,000 boards.
Garrett Cayce Education Details
Frequently Asked Questions about Garrett Cayce
What company does Garrett Cayce work for?
Garrett Cayce works for O.s.c.a.r. Lab
What is Garrett Cayce's role at the current company?
Garrett Cayce's current role is PhD EE Student @ University of North Texas (Spring 2026) | Machine Learning Engineer | Data Scientist | Digital Signal Processing (DSP) | Computer Vision | Texas Leadership Research Scholar | Basso Cantante Performer.
What schools did Garrett Cayce attend?
Garrett Cayce attended University Of North Texas, University Of North Texas, University Of North Texas.
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