About Ryan Bartelme
I am a full-stack data scientist with expertise in bioinformatics, algorithms, scientific computing cloud infrastructure and microbiology. I'm the founder of Informatic Edge, LLC, where I provide data science consulting and develop computational solutions for research institutions and biotechnology companies.
Education
Ph.D. in Freshwater Science - University of Wisconsin-Milwaukee Dissertation: "Cultivating Ecosystems: Microbial Communities in Recirculating Aquaculture Systems" B.S. in Microbiology - University of Wisconsin-Madison Undergraduate researcher, Co-President ASM Microbiology Club
Professional Experience
My career has evolved from PhD researcher to postdoc educator to industry data scientist and now consultant. During my doctoral work, I pioneered computational approaches to microbial ecology in aquaculture systems, publishing five papers and supervising undergraduate researchers. As a postdoctoral researcher and data scientist, I led national-scale education programs and developed machine learning models for agricultural genomics applications. Transitioning to industry, I specialized in computer vision algorithms for medical diagnostics and advanced bioinformatics pipeline development, serving as technical lead for cloud-based genomic analysis platforms and developing proprietary algorithms for bacterial product assays.
Technical Expertise
Programming & Tools: Python, R, Rust, Docker, AWS, PostgreSQL, Nextflow, machine learning (PyTorch, TensorFlow, sklearn) Biological Applications: Microbial ecology, genomics, bioinformatics workflows, computer vision for biological systems, environmental monitoring
Philosophy
I bridge biology and technology through rigorous statistical thinking and systems-level approaches. My work emphasizes methodological rigor, practical impact, and translating complex biological systems into computational solutions that drive scientific discovery and competitive advantages.
Beyond the Lab
When I'm not developing algorithms or analyzing data, I enjoy exploring the mathematical beauty underlying natural systems. I'm particularly fascinated by how computational approaches can reveal hidden patterns in biological processes and help us design more sustainable technologies. I also enjoy analog photography, mountain biking, and hiking in the mountains.
Let's Solve Complex Problems Together
Whether you need strategic guidance on computational approaches, hands-on execution of complex data science projects, or educational programs to build your team's capabilities, I'd love to discuss how Informatic Edge can help you harness the power of data and algorithms to advance your scientific and business objectives.
Feel free to reach out to explore potential collaborations!