scientist specializing in data science and machine learning
Providing well-documented code, clear communication, iterative project roadmaps and understandable results
Experience
Data Science and Machine Learning
Data Standardization and Governance
Data Standardization and Governance
I have over a decade of experience with data modeling and analysis in the fields of data science, machine learning and deep learning.
As an example of my work, please review this paper I co-authored in partnership with Adaptive Biotech and Miscroft; using machine learning to create a better diagnostic for covid-19:
Data Standardization and Governance
Data Standardization and Governance
Data Standardization and Governance
In working with large datasets, I've become an expert at creating centralized data repositories, standardizing, integrating and enabling access to data with pipelines, ETL and datalake solutions.
Rather than hiring a team of data engineers, I would be more than happy to help you create a well-organized data pipeline that provides your data team with quicker access to standardized and vaidated datasets.
One of my data pipeline solutions using pyspark and hadoop was utlitized to examine pre-term birth in collaboration with the Inova healthcare system:
Teaching and Tech Writing
Data Standardization and Governance
Teaching and Tech Writing
Teaching and coaching are one of my most satisfying endevours. In my spare time I help write tech manuals for projects that I've worked on, as well as across the company. I have been handed many projects throughout my career, so I know very well how important it is to ensure that your code is well-documented, optimized and understandable.
In addtion to tech writing, I've also been teaching part time at the Univeristy of Washington for the last six years in both the CS department and the data science department.
I won an award from UW in teaching excellence- twice.