Martin Carrington
Data Scientist | Python Developer | Physicist
- Role
- Data Scientist at Kaiser Permanente
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Martin Carrington
Hi! My name is Martin Carrington. I am a data scientist and Python developer. I have a strong mathematical background from academia, and demonstrated experience in industry with extracting valuable insights from complex datasets. Programming languages I know well- Python - Java - MATLAB - SQL Programming languages I have some experience with- Javascript - Scala - Fortran - C/C++ Machine learning skills- numpy/scipy - scikit-learn - data visualization (matplotlib, seaborn)- pyspark - time series analysis, random forests, SVM, unsupervised learning, deep learning (tensorflow), linear regression, logistic regression -(convex) optimization, statistics Other knowledge and tools- git - github workflow - HTML/CSS - bash/zsh - docker
Experience
Data Scientist
Dec 2021 — Present
Works with large databases of healthcare data. Writes R, Python, Pyspark, and SQL code to support the data science team in the creation of products/dashboards. Develops analytics from many gigabytes of health records. Builds data pipelines, trains ML models (sklearn, AutoML), develops custom deployment and monitoring (python) code on Azure/Databricks and other platforms.
Education
University of Toronto
Master of Science - MS
2017 — 2019
Queen's University
Bachelor of Science - BS
2013 — 2017
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