Welcome to my github!
In this repo are projects of mine I used to investigate the use of different tools.
Currently there are 4 directories:
- Biomedical Informatics Capstone
- My capstone project was developing a protein correlation tool:
- Schedule data aggregation, preparation, and transformation.
- Metadata creation at each step.
- Compare hashing/similarity alogrithms.
- 3D protein structure and sequence comparison.
- Isolating specifically by binding site.
- Schedule data aggregation, preparation, and transformation.
- My capstone project was developing a protein correlation tool:
- This is my most recent project and applies nearly everything I've learned so far as a data scientist.
- My tool is currently integrated in my employer's pipeline, I'm working on extracting proprietary data so it can be showcased.
- For now, I have the presentation I gave to my M.S. committee and employer.
- If you'd like more information please let me know!
- Machine Learning
- Here I investigated the performance of various machine learning and deep learning techniques for classifying Alzhiemer's disease.
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Data Cleaning
- Cleaned and aggreagted data concerning COVID-19 patients
- This data must be prepared for forecasting long haul symptoms
- Cleaned and aggreagted data concerning COVID-19 patients
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Data Visualizations & Exploratory Analysis
- In this directory I have some notebooks containing work with visualizing data in meaningful ways.