BloomTechData Scientist - Machine Learning-AI
Feb. 2021 - Aug. 2021Remote-Extensive and immersive Data Science apprenticeship.
-A data scientist on a ready-to-deploy project, working alongside UX designers, web developers, and mobile developers to bring the project to fruition
-Developed a solid foundation of descriptive and predictive statistics, including linear algebra, linear regression, hypothesis testing, data storytelling, feature engineering, and more
-Gained hands-on experience engaging with machine learning, being able to understand unsupervised learning, natural language processing, and neural networks
-Completed a deep dive into Data Engineering, working with databases, productization, and big data
-Studied several modalities in Data Science, including but not limited to: Demonstrated mastery in the following subject areas:
• Python (pandas, numpy, seaborn, scikit-learn, matplotlib)
• Predictive analytics & exploratory data analysis (EDA)
• Feature engineering, clustering, dimensionality reduction
• Packages, containers (Docker), & unit testing
• SQL (PostgreSQL, Flask, ETL pipelines)
• Natural Language Processing (NLP), Image Processing
• Tree ensembles, neural networks, gradient boosting, ensemble methods
• Git workflow