Zachary W.

I obtained my MSc degree in Data Science from Maastricht University in the Netherlands and a BSc in mathematics and computer science from McGill University. Currently a practicing data scientist and technical writer. I have a strong background in software development and data engineering. In addition, I have three years of experience analyzing large datasets of electronic healthcare records and developing end-to-end ETL pipelines and a year of developing educational software for Maastricht University and University College Maastricht. I've worked extensively with PostgreSQL and SQL Server databases and over six years of programming in Python. Moreover, I've worked with R, Java, JavaScript, Groovy, and MATLAB. In addition, I have extensive knowledge of machine learning, deep learning, natural language processing, computer vision and statistical models from over six years of combined work and research. Projects and Skills by Category: Machine Learning and Statistical models: 1) Linear/Logistic Regression 2) Generalized Linear Models 3) Decision Trees, Random Forests, Gradient Boosting Trees 4) SVM 5) k-Means, DBSCAN, Agglomerative Hierarchical Clustering 6) XGBoost, LightGBM, CatBoost 7) Gaussian Processes 8) Neural Networks, RNN, LSTM, CNN 9) Deep Learning Specialization 10) Embedding models Word2Vec, Doc2Vec, BERT 11) OpenCV, OpenPose, YOLO 12) NER and Topic Modeling 13) Q-Learning, DQN, SARSA 14) SHAP, PDP 15) Bayesian Optimization Software Engineering: 1) REST, OOP 2) Flask, Django 3) Github, Gitlab 4) Pandas, Numpy 5) Tensorflow, Scikit-Learn Data Visualization 1) Plotly, Dash, R-Shiny 2) Data Studio 3) Matplotlib 4) Microsoft Power BI Database 1) MS SQL Server 2) PostgreSQL 3) MySQL 4) GraphDB 5) IBM Cloud (IBM Data Engineering Specialization) 6) Fluent in SQL Once hired, I can deliver within 1-10 days (including weekends) If you think I would be a good fit for your project, shoot me a message, and I'll respond within 24 hours. Thank you for your time.