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Hi there, I'm Ruan šŸ‘‹

  • šŸ–„ I am a data scientist
  • šŸ§  I love machine learning and AI
  • ā˜• I turn coffee into AI
  • šŸŒ± Iā€™m currently playing with GenAI and LangChain

Top Tools:

Python AWS Docker Linux SQL

LangChain TensorFlow Sklearn XGBoost

GitHub Stats:

Ruan's GitHub stats

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Ruan Pretorius's Projects

auto-pr icon auto-pr

Automatically generates detailed pull request messages with LLMs based on commit history

azure-mlops icon azure-mlops

MLOps example implementations of CI/CD pipelines in Azure

cart-pole-rl icon cart-pole-rl

The classic cart-pole control problem solved using Stable Baselines 3 and OpenAI Gym

conda-py-minimal-template icon conda-py-minimal-template

Minimal template with the essentials for quickly setting up new python projects. Includes a simple folder structure and a conda environment for isolated dependency management.

datasets icon datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

ecrivai icon ecrivai

Fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation

f1-2019-telemetry icon f1-2019-telemetry

Receive, interpret, and log UDP telemetry data from the F1 2019 game by Codemasters

flappy-bird icon flappy-bird

Recreation of the FlappyBird game using pygame and Python

flask-api icon flask-api

This is a simple REST API to learn how to use Flask

frontier-rl icon frontier-rl

Reinforcement learning model for portfolio management that takes investor preferences into account

game-of-life icon game-of-life

Conway's Game of Life (zero-player cellular automaton) made with pygame in Python

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