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Hi šŸ‘‹, I'm Soleil (a.k.a thedatanerdz)

Building end-to-end data intensive applications (aka crystal balls).

HOW TO NAVIGATE MY GIT HUB:

  • DATA ENGINEERING PROJECTS START WITH DEP - CLICK HERE
  • DATA SCIENTIST/MACHINE LEARNING PROJECTS START WITH MLP - CLICK HERE
  • DATA ANAYLYST PROJECTS START WITH DAP - CLICK HERE
  • SOFTWARE ENGINEERING PROJECTS START WITH SEP - CLICK HERE

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  • šŸ”­ Iā€™m currently working on an advanced content creation NLP project.

  • šŸ’¬ Ask me about DATA ENGINEERING, MACHINE LEARNING ENGINEERING, MLOPS, DEVOPS, STARTUPS

  • šŸ“« How to reach me [email protected]

  • šŸ“„ Know about my experiences https://www.soleilbotha.com/

  • āš” Fun fact about me I am training for a marathon in support of NPO called DataKind.

Connect with me: [email protected]

Languages and Tools:

aws chartjs css3 django docker express flask gcp git hadoop heroku hive html5 javascript kafka kubernetes mongodb mysql nodejs opencv pandas postgresql postman python pytorch react reactnative scikit_learn seaborn selenium sqlite tensorflow

Soleil Botha's Projects

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Building Data Pipelines with pandas, pyspark sql and polars.

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Constructing machine learning architecture with AWS SageMaker, AWS Lambda and AWS API Gateway

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Deploy Fastapi machine learning model on aws lambda

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Full-stack transaction prediction application with Watson Machine Learning, Node.Js, React.Js and Javascript.

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Automated machine learning app with streamlit

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Using Tensorflow.JS, React.JS and Node.JS for computer vision project.

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MLOPS | MLflow project demo: tracking machine learning models.

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Monitoring Kubernets using Grafana and Terraform

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Data quality - imbalanced datasets, data insufficiency, sparse data, reliable data collection, preprocessing, cleaning, features engineering, rele

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