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🔭 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.
- 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.
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🌱 I’m currently learning ...
- Writing a blog about large codebases: How large codebases work and their design philosophy, particulary Keras, AutoKeras, Django, Gunicorn. Nginx and Scikit-Learn, among others.
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👯 I’m looking to collaborate on ...
- The applications I'm currently developing including the above book.
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🤔 I’m looking for help with ...
- In relation to the above blog I'm busy working on about large codebases
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💬 Ask me about ...
- Mathematics
- Machine/Deep Learning
- Mathematical Statistics
- Project Management
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📫 How to reach me: ...
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🛠️ 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