Isaac Miller
Senior Associate Director Of Enrollment Research And Analysis
Saint Petersburg, Florida, United States
Summary
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Rockstar🎓
Top SchoolIsaac Miller is an analytics-driven enrollment research leader with 10 years of experience applying SQL, R, and predictive modeling to recruitment and retention strategy across higher education. As Senior Associate Director of Enrollment Research and Analysis at Stetson University College of Law, he combines enrollment forecasting, marketing personalization, and hands-on data transformation to inform executive decisions and craft targeted outreach. Earlier roles at Florida State University and St. Petersburg College honed his skills building automated campaign workflows, SSIS data pipelines, and process improvements that scale. He also contributes backend integration work to the DSPy open-source framework—adapting Databricks model-serving endpoints—which underscores a practical interest in production ML tooling beyond the enrollment domain. Isaac’s mix of legal education (JD in progress), actuarial exam experience, and technical fluency gives him a rare cross-disciplinary perspective on risk, modeling, and communication.
10 years of coding experience
5 years of employment as a software developer
BA, Middle Eastern Studies, BA, Middle Eastern Studies at Florida State UniversityJD, JD at Stetson University College of Law
Github Skills (6)
databricks10
dsym10
python10
pytest9
testing9
openai-api8
Programming languages (4)
Github contributions (5)
stanfordnlp/dspy
Jan 2024 - Mar 2025
DSPy: The framework for programming—not prompting—language models
Role in this project:
Back-end Developer
Back-end DeveloperContributions:44 reviews, 74 PRs, 196 pushes in 1 year 1 month
Contributions summary:Isaac's commits primarily involve modifications to the `dsp/modules/databricks.py` and `tests/functional/test_functional.py` files, indicating a focus on the integration of Databricks model serving endpoints within the DSPy framework. The changes encompass updates to the `Databricks` module, including refactoring, and addition/removal of imports, alongside modifications of tests to accommodate the changes. The commits show this developer is adapting and extending the framework to support new model serving infrastructure. The user also demonstrates expertise in making code changes to existing modules to improve code performance.
nlpbertknowledgepredictlanguage-models
isaacbmiller/dspy
Jan 2024 - Sep 2024
DSPy: The framework for programming—not prompting—foundation models
Contributions:22 pushes, 7 branches in 7 months
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