I’m a systems-minded data analyst and programmer focused on building scalable, sustainable infrastructure to support research, healthcare, and mission-driven teams. I specialize in workflow automation, data pipelines, and human-centered analytics that make complex operations more efficient and accessible.
With 9+ years of experience across academic research, nonprofit operations, and small business systems, I bring a pragmatic and adaptable approach to data work, balancing structure and flexibility to meet real-world needs. I’m especially passionate about streamlining research processes, automating repetitive tasks, and designing data systems that empower teams to do their best work.
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PEARL (Participant Engagement and Research Lifecycle): Leading data pipeline and infrastructure development for a HIPAA-compliant research workflow platform at the University of Michigan Alzheimer’s Disease Center. Integrating REDCap, SharePoint Lists, Power Automate, and R to streamline participant tracking and reduce manual processes.
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Analytics Engineering Practice Project: Designing a reproducible analytics engineering workflow using dbt, PostgreSQL, and open datasets to demonstrate modular data transformation pipelines. (Repo coming soon!)
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Open Science Website (Data Core @ Michigan ADRC): Building a public-facing site using Quarto and GitHub Pages to share research outputs, data dictionaries, and analytic tools from the Data Management & Statistical Core. Focused on transparency, accessibility, and sustainability for long-term research collaboration.
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REDCap + R Automation Toolkit: Developing internal tools to automate data archiving, REDCap API integration, and documentation processes using R and Task Scheduler. Aims to support reproducible workflows and reduce friction for research staff.
- Core Stack: Python (
pandas
,numpy
,requests
), R (tidyverse
), SQL, dbt (self-teaching) - Automation: Power Automate, Bash/Zsh scripting, Windows Task Scheduler
- Data Platforms: PostgreSQL, MySQL, REDCap (clinical), REST APIs, Salesforce
- Version Control: Git, GitHub, GitLab
- Visualization: Power BI, Tableau, Altair, Quarto
- Process Design: Workflow documentation, cross-functional collaboration, ETL
I’m transitioning into analytics engineering and data infrastructure work where I can use my skills in automation, reproducible workflows, and data integration at scale. I'm especially drawn to roles that combine hands-on programming with systems thinking, in service of mission-driven organizations or high-impact research teams.
- 🔗 Portfolio: mleighc.github.io
- 💼 LinkedIn: linkedin.com/in/mirandaleigh
- 📧 Email: [email protected]
- 📄 Resume: registry.jsonresume.org/mleighc