Data Scientist / Machine Learning Engineer

Machine Learning (ML)

  • scikit-learn
  • SciPy
  • XGBoost

Evolutionary Computation (EC)

GA, GP, ES, PSO, PSO, EDA

  • DEAP
  • gplearn

Deep Learning (DL)

  • PyTorch
  • Tensorflow v1&2
  • Swift for Tensorflow (S4TF)

Data Visualisation

  • TIBCO Spotfire
  • matplotlib
  • Seaborn
  • Plotly
  • Bokeh

Forecasting

  • ARIMA
  • Prophet
  • Bayesian Structural Time Series (BSTS)

Deep Reinforecement Learning (RL/DRL)

  • OpenAI Gym
  • tf-agents

Probabilistic Deep Learning (PDL)

max likelihood models, Normalizing Flows (NF), Bayesian Neural Networks (BNN)

  • tf-probability
  • pyro.ai (Pyro PPL)

Cloud & BigData

  • BigQuery
  • Airflow
  • Pub/Sub
  • PySpark

Programming Languages

  • Python
  • Swift
  • R
  • C
  • C++
  • Julia

Digital Marketing

Web & Customer Analytics

Data Science

Statistics

  • Causal Impact

Accounting & Financial Administration

certified

Special Powers

iOS/iPadOS 14+ general-purpose machine learning libraries:

  • MetalPerformanceShadersGraph
  • Accelerate/BNNS
  • MLCompute

Certificates

Articles