Education

  • Data Wrangling and Storytelling
    • Analysis, Feature Engineering, Visualisations
  • Statistical Tests and Experiments
    • Hypothesis Testing, Bayesian Statistics
  • Linear Algebra
    • Vectors and Matrices, Clustering
  • Linear, Tree-based, Ensemble Models
    • Regression, Classification, Cross-Validation
  • Applied Modeling
    • Define ML Problems, Wrangle Datasets, Model Interpretation
  • Software Engineering and Reproducable Reserarch
    • OOP, Containers, Documentation, Testing
  • SQL and Databases
    • Relational and Document Oriented Databases
  • Productization and Cloud
    • APIs, Web Application Deployment
  • Natural Language Processing
    • Document Classification, Topic Modeling
  • Neural Network Foundations and Architetures
    • RNN, CNN, Image processing, Recommendation Systems
  • Data Structures and Algorithms
    • Linked Lists, Hashtables, Graphs, Sorting, UPER Development Framework

Experience

  • Python
  • Tensorflow
  • SpaCy
  • SQLAlchemy
  • PostgreSQL
  • Scrapy
  • FastAPI
  • Flask