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ruankie

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Data Scientist

Funding Links: https://github.com/sponsors/ruankie

GitHub Sponsors Profile

Hi there, I'm Ruan πŸ‘‹

πŸ–₯ I am a data scientist from South Africa πŸ‡ΏπŸ‡¦
🧠 I love machine learning and AI
πŸ”­ I’m currently working on portfolio management using deep reinforcement learning
πŸ‘― I would love to work on open source projects more (potentially full-time)

Featured Works

ruankie/gurushots-auto-fill

Automate the tedious exposure filling process on GuruShots

Language: Python - Stars: 5
ruankie/frontier-rl

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

Language: Jupyter Notebook - Stars: 4
ruankie/poly2pascal

Convert POLYGON bounding boxes from csv files to xml annotation files in the Pascal VOC format for computer vision

Language: Python - Stars: 3
ruankie/differentially-private-range-queries

Differentially private spatial decomposition of 2D data for range queries

Language: Python - Stars: 9
pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Language: Python - Stars: 44818
ruankie/naive-ml

See how complex ML models can learn naive strategies of forecasting stock price movements

Language: Jupyter Notebook - Stars: 1