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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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Microsoft stock prediction using LSTM

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Faker News Classifier Using Deep Learning LSTM

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- Sentiment Analysis classifier of amazon customer reviews

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Time series forecasting of temperature using LSTM

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Machine Learning Pipelines Using Sklearn

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Using PyTorch to build a neural network

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Using ANN to predict Heart Failure

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Using ANN to predict customer churn

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Using RNN in name clasification

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Customer churn rate for telecom service provider.

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Diabetes prediction using bagging (ensemble methods)

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Stacked machine learning models demo

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Building a AutoGPT using Langchain

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Deploying Machine learning model using FASTAPI

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NLP project: Text summarization application

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Deploy machine learning model using Amazon sagemaker

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Potato Disease classifier machine learning model deployed via API,web app, mobile app and cloud.

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MLOPS of chicken disease classifier model using DVC Pipeline With Deployments Azure And AWS

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Machine Learning mines news headlines in order to predict stocks.

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Infrastructure as Code (IaC): Ansible

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Docker for money application to check bank notes

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Kubernets, GCP, Docker ML app deployment

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