humbulani1234 Goto Github PK

🔭 I’m currently working on ...

• machine learning web based app: this application calculates the probability of default for a customer using machine learning and statistical algorithms. It is a web based application accessible from a web browser.
• booking system: this application allows customers to book in cars at particular times for a carwash service.
• options models app: this application determines the prices of quantitative finance derivatives – options.
• data pipeline: this application extracts data from websites, cleans it and stores it in a MySQL database – ETL.

🌱 I’m currently learning ...

• Writing a book about large codebases: How large codebases work and their design philosophy, particulary Keras, AutoKeras, Django, Gunicorn. Nginx and Scikit-Learn, among others.

👯 I’m looking to collaborate on ...

• The applications I'm currently developing including the above book.

🤔 I’m looking for help with ...

• In relation to the above book I'm busy working on about large codebases

💬 Ask me about ...

• Mathematics
• Machine/Deep Learning
• Mathematical Statistics
• Project Management

📫 How to reach me: ...

• Website footer

🛠️ Skills & Experience...

• Frontend: HTML, CSS, JavasScript
• Backend: Django, Nginx, Gunicorn, Ubuntu, PostgreSQl, MySQL, TensorFlow, Keras, AutoKeras, KerasNLP,
  Scikit-Learn, Numpy, Pandas, PyCaret, C, Python
• Deployment: TensorFlow Serving, AWS-EC2, Supervisor/Systemd, Docker
• Monitoring: Prometheus, Grafana