Data Science / Machine Learning Project Development

Hwei Geok Ng

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About this service

Summary

Pricing💵

Every task will be billed according to the total hours invested.

What is it like working together? 🤝

Please send me a message and we will have a discussion about what you want to achieve for your project. Specifically, it would be helpful to know:

What the project is about

What help would you need

What is the tech stack involved

How long will the expected collaboration hours be (for example, 10 hours per week for 3 months)

I will reply to you with my availability. If we decide to proceed with it, I will set up a one-to-one conversation with you to discuss how we can plan things out that are best aligned with your goals for the project.

After the conversation, I will send you a checklist of work packages with planned deliverables, curated specifically for the project. I will also provide you with a transparent overview of my service rate and availability.

From there, we can discuss further to refine the details. When it is good to go, I will send you a work contract to kickstart our collaboration.

When the contract is signed and the initial payment is made into the Contra escrow, I will begin working based on the agreed-upon checklist. We can always discuss things during the project duration.

Every step of the way, I will send you respective deliverables for your review. After making the necessary iterations, the work package will be finalized. I will then send you an invoice for payment. We can also have a post-project review session to improve things for the success of your next project goals.

The tech stack I work with 🔫

Programming language: Python

Data preparation: Numpy, Pandas, Reticulate, Nibabel

ML modeling and optimization: TensorFlow, Keras, OpenCV, Scikit-Learn, Optuna

Data visualization: Matplotlib, Seaborn, iPyWidgets, Binder

Robotics: ROS, ROS-SMACH

Version control: Git, GitHub, Docker

Coding interface: Jupyter Notebook, Google Colab, AWS Sagemaker, MS Code

Third-party tools: Dataiku, KNIME, Tableau, Excel

Data storage and retrieval: AWS S3, REST APIs, SQLite

I am open to learning and acquiring new skills to achieve your project goals 🎯

Check out the projects below to see how I can help you the best 🔮

What's included

Complete code scripts 📜
For every work package, you will get complete code scripts with clear comments and documentation. They will be delivered to you in the form of Jupyter Notebooks hosted on Google Colab.
All information and files related to the project (whenever applicable) 📦
You will also get everything that is related to the completeness of the work package, such as preprocessed data, saved models, plots and figures. They will be delivered to you in the form of zip files hosted on Google Drive.

Example projects