William Rogers
Data Scientist
Contact
Address
Hoogbrugstraat 45C 6221CP
Maastricht, Netherlands
Phone
-
E-mail-
Education
PhD
Data Science
| Maastricht University
| Dec. 2018 – Present
Masters
Data Analytics
| University of Technology, Sydney | Aug. 2015 - Dec. 2017
Graduate Diploma
Computer Science | Central Queensland University
| Aug. 2012 - June 2015
Associate of Arts
Liberal Arts
| Linn-Benton Community College | Sept. 2001 - June 2003
Skills
Languages
Python, Java, SQL
Python
SciPy, NumPy, Pandas, OpenCV,
Scikit-image, Scikit-learn,
TensorFlow, Keras, PyTorch,
PyRadiomics, SimpleITK
Machine Learning
Linear models, SVM, Ensembles
Generative
GANs, PixelCNN, VQVAE
CNN
Classifiers, Faster R-CNN, U-Net
Transformer
GPT2, ViT
Data Visualization
Matplotlib, PowerBI, Tableau
Additional
Git, Docker, wrangling &
preprocessing
Work Experience
Data Scientist
Maastricht University
-
| Maastricht, Netherlands | Dec. 2018 – Present
Implemented an object detection model for indeterminate pulmonary
nodules to assist researchers and radiologists with annotating data.
Engineered a deep learning-based slice interpolation model.
Created an auto-regressive model to generate synthetic data.
Developed a library for extracting texture features from images.
Created a new image quality assessment model with explainability.
Data Analyst
Healthdirect
-
| Sydney, Australia | Jan. 2018 – July 2018
Updated existing excel spreadsheets.
Automated existing processes using Python and SQL.
Converted visualizations to PowerBI dashboards.
Designed and created new data visualizations and dashboards.
English Teacher
East China Normal University | Shanghai, China | Sept. 2006 – June 2012
-
Taught English to Chinese and foreign students.
Created lesson plans and graded homework and tests.
Quality Assurance Lead
DNV GL
-
| Corvallis, Oregon | Sept. 2001 – July 2006
Was the leader of quality assurance team at the Corvallis branch.
Performed database administration duties.