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ConsciousML/README.md

Axel Mendoza

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Hi Friend, welcome to my GitHub profile ✌️

About me

I'm a Senior MLOps Engineer with 6+ years of experience building production-ML systems.
I write long-form articles on MLOps to help you build too!

ConsciousML Blog

On my blog, you'll find:

  • In-depth articles: I aim to simplify complex topics related to MLOps, Software Engineering, Data Engineering, and Machine Learning.
  • MLOps Best Practices: Understand how to build modern infrastructures to support your AI applications and automate ML workflows.
  • Tool/Framework reviews: Learn about the latest tools to build, deploy, and scale ML models.
  • Practical Tutorials: Step-by-step guides to help you get started with the best MLOps tools.

What I do

  • Technical Writing: I write long-form articles on MLOps to help you build real-world AI systems. I had the privilege to work for the #1 MLOps blog: Neptune AI. 💪
  • MLOps: I leverage modern MLOps practices to build infrastructures to support AI applications and automate ML workflows.
  • Data Engineering: I'm experienced in building reproducible data pipelines for machine learning.
  • Software Engineering: I have advanced software skills in Python and regularly maintained large-scale ML repositories.

My career path

  1. Computer Vision Researcher: Worked as a research scientist on medical imaging and multi-object tracking.
  2. Computer Vision Engineer: Developed real-time person tracking systems for retail applications.
  3. Senior MLOps Engineer: Designed infrastructure to automate ML workflows and scale models in production, including a near real-time recommendation system for waste management.
  4. Tech Lead: I've led a team of 4 data scientists on ML and MLOps best practices.
  5. Content Creator: I built the ConsciousML Blog, where I regularly post in-depth articles on production ML.

Let's connect!

Feel free to reach out on Linkedin, or email me directly.

I'm always open for a chat and collaborations.

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