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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
Airflow Authentication with KeyCload
Published:
Airflow comes with many authentication options. I thought I would document the steps I took to configure a custom provider, Keycloak, for Airflow authentication. This tutorial assumes you have Airflow configured on your system and know client credentials for Keycloak authentication.
portfolio
Type II Diabetes Prediction Database
- Communicated with technical and non-technical stakeholders to meet the functional specifications
- Designed database in SQLite intended to allow patients and health providers to track the risk factors associated with type 2 diabetes
- Programmed database to include patient lifestyle choices and provider visit information as per functional specifications
Data Mining Project
- Worked with stakeholders on requirements, modeling, and implementation
- Implemented algorithm in Python that discovered approximate determinations for any hypothetical data set
Use of Machine Learning and Deep Learning Models with Longitudinal EHR to Better Predict 10-year Stroke Risk
- Github Repo
- Designed a classification problem in collaboration with a 2-person student team and domain experts at the Department of Biomedical Informatics (DBMI), VUMC
- Utilized and evaluated innovative machine learning algorithms from decision trees to neural networks in Python to classify outcomes and compare algorithm performance with traditional stroke risk prediction models; most balanced model produced an accuracy of 72.4% and a false negative rate of 59.0%
- Analyzed technical problems surrounding algorithms to troubleshoot major technical issues and optimize machine learning models while testing the best hyperparameters
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.