I'm looking for an opportunity to refine my skillset, develop great new products, and work with amazing engineers.
Bryce Fitzgerald
@brycefitzgerald
Experienced in ML Ops, cloud computing, and DevOps. Actively seeking new opportunities.
United StatesWhat I'm looking for
Hello! I'm Bryce Fitzgerald, your go-to for all things machine learning operations, cloud computing, and DevOps. Based in Edwardsville, Illinois, I'm poised to deliver high-impact technological solutions.
Professional Background
In my most recent role as an ML Infrastructure Engineer at C.H. Robinson, I crafted scalable and reliable infrastructures to accelerate machine learning development and deployment. Leveraging Kubernetes, Docker, Azure, Grafana, AKS, and Prometheus, I've managed complex distributed systems effectively.
Before that, I honed my skills as a Big Data Engineer at Techolution. Here, I led the development and management of multiple data pipelines for a Fortune 500 company, and provided GCP consulting services to clients.
Certifications and Skills
I'm a certified AWS Solutions Architect – Associate and AWS Cloud Practitioner. Currently, I'm renewing my GCP Data Engineer certification and am in the process of obtaining CKA (Certified Kubernetes Administrator) and Professional GCP ML Engineer certifications. My top skills include Agile Methodologies, TensorFlow, and DevOps. These enable me to deliver robust, data-driven solutions to businesses of all sizes.
Education
I'm currently enrolled at Southern Illinois University Edwardsville, where I'm pursuing a Bachelor of Science in Physics with a specialization in Photonics and Lasers.
What I Can Build
For small to medium-stage startups, I can establish a resilient cloud infrastructure, integrate machine learning algorithms to enhance business processes, and implement agile DevOps practices to streamline software development. For large organizations, I can architect and manage complex, distributed systems, ensuring scalability, reliability, and optimal performance.
Who I Am
Dynamic, adaptable, and a committed lifelong learner, I'm eager to contribute to teams that appreciate inventive, practical problem-solving. Open to remote opportunities, I'm keen on applying my diverse skill set to new challenges.
Feel free to reach out for collaborations, opportunities, or to connect. I'm always open to a conversation about how I can add value to your team or project.
Experience
ML Infrastructure Engineer
C.H. Robinson
May 2022 - May 2023 (1 year)
Designed and implemented scalable infrastructure for machine learning development and deployment. Worked with technologies such as Kubernetes, Docker, Azure, Grafana, AKS, Prometheus, Astronomer, and Snowflake. Managed complex, distributed systems and automated monitoring, scaling, and management tasks.
Big Data Engineer
Techolution
Oct 2021 - Jun 2022 (8 months)
Managed the development of over 10 asynchronous data processing pipelines for a Fortune 500 company using Apache Beam and Cloud Dataflow. Mentored three new hires and conducted technical interviews for 12 candidates. Provided GCP discovery session services for two clients.
Research Assistant
Southern Illinois University Edwardsville
Aug 2021 - Jan 2022 (5 months)
Instrumental in the development of a hybrid metaheuristic optimization algorithm that incorporated genetic and swarm optimization methods. Parallelized Matlab software and utilized a high-performance computing (HPC) cluster for testing. Automated a pipeline for testing against 21 trial functions, showcasing significant gains in optimization performance.
Tech stack
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