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Writer's pictureAngel Aponte

Tailor-made analytics solutions: unlocking business performance with python and google tools

Updated: Mar 7, 2024

Professional Freelancer with a B.Sc. in Physics: 25+ years of hands-on experience in Industry and Academia. Focused on producing quality work and making an impact. Lifelong learner with strong attention to detail. Works well independently and in a team.


Tailor-made cloud-based analytics solutions.

I specialize in Data Management and Engineering, Machine Learning, and Advanced Visualization and its applications, and I am well-versed in several problem-solving strategies.


Google tools and services and design pattern solutions.

I design and implement cloud-based analytics solutions using Python, Google Colab, Google Workspace, and Google Cloud Platform tools and services. I can provide a solution that fits your budget, no matter the size or type of data in your business data pipeline. I also offer tailored solutions for academic projects.


Google based solutions for any data type and data flow.

The images below show three solution examples. The first uses DRIVE, Google Sheets, and Google Looker Studio (or Tableau Online) to serve results as compelling and fully interactive dashboards and visualizations. On-premise Alteryx Trifacta is used for data preparation. The user uploads data and starts transformation jobs, etc. This pipeline can be resource-intensive.


Basic cloud-based solution.

The second example includes, with the mentioned tools, Google Colab, to perform Machine Learning with the Python programming language. This data pipeline is also quite resource-intensive.


Advanced Machine Learning Analytics solution based on Google Workspace and Google Colab.

Have you ever thought about automating your entire data pipeline? The image below shows an example of a fully automatic end-to-end solution implemented in the Google Cloud Platform. To prepare the data, Google Cloud Dataprep is used for data reshaping, blending, and other critical tasks. In a previous post, I discussed how this architecture was deployed to answer business questions of an O&G company in Argentina (for a detailed description of this particular design pattern, read this post).


Advanced Machine Learning Fully Automatic Analytics solution based in Google Cloud Platform.

Likewise, results were served as easy-to-digest compelling dashboards and visualizations that allow the user to extract critical insight with just a few clicks. Tableau Online can be used instead of Google Looker Studio.


Do you want to learn more or connect on an opportunity? Don't hesitate to reach out.

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