Welcome To My Portfolio of Projects

Author

Kobus Esterhuysen

Published

January 13, 2017

Welcome! This is a quick introduction …

I specialize in Reinforcement Learning, Sequential Decision Analytics, Data Science, Decision Science, AI, Stochastic Optimization, and Machine Learning. I help digitally aware companies achieve more efficient, and even optimal, operations. I have been successful because of my system-oriented focus, passion, extensive quantitative background in multiple industries, and having worked for Fortune 500 companies, small firms, as well as non-profits. What is unique about my approach is that I rely on a three-fold perspective on client problems deriving from three master’s degrees in the areas of engineering, business, and data science.

This site contains a number of my showcase projects. The identities of clients have been omitted or changed. All IP have been protected.

Some of the tools I use:

Python, poetry, pandas, sklearn, PyTorch, fastai, TensorFlow, Keras, RLlib, TF-Agents, OpenAI Gym, AzureML, Google AutoML, FinRL, Hadoop, Spark, java, AWS Certified, Azure, GCP, Cloud.