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ConsciousML/README.md

Hi there โœŒ๏ธ,

I'm a Senior MLOps Engineer with 5+ years of experience in building robust and scalable Machine Learning products.

๐—–๐—ผ๐—ป๐˜€๐—ฐ๐—ถ๐—ผ๐˜‚๐˜€๐— ๐—Ÿ ๐—•๐—น๐—ผ๐—ด โœ๏ธ Drawing from my real-world experience, I write articles to help you build and manage production AI systems effectively.

On this blog, you'll find:

โ—‹ ๐™ธ๐š—-๐š๐šŽ๐š™๐š๐š‘ ๐™ฐ๐š›๐š๐š’๐šŒ๐š•๐šŽ๐šœ: I aim to simplify complex topics related to MLOps, Software Engineering, Data Engineering, and Machine Learning.

โ—‹ ๐™ผ๐™ป๐™พ๐š™๐šœ ๐™ฑ๐šŽ๐šœ๐š ๐™ฟ๐š›๐šŠ๐šŒ๐š๐š’๐šŒ๐šŽ๐šœ: Understand how to build modern infrastructures to support your AI applications and automate ML workflows.

โ—‹ ๐šƒ๐š˜๐š˜๐š•๐šœ ๐šŠ๐š—๐š ๐™ต๐š›๐šŠ๐š–๐šŽ๐š ๐š˜๐š›๐š”๐šœ ๐š๐šŽ๐šŸ๐š’๐šŽ๐š ๐šœ: Learn about the latest tools to build, deploy, and scale ML models.

โ—‹ ๐™ฟ๐š›๐šŠ๐šŒ๐š๐š’๐šŒ๐šŠ๐š• ๐šƒ๐šž๐š๐š˜๐š›๐š’๐šŠ๐š•๐šœ: Step-by-step guides to help you get started with the best MLOps tools.

Let me help you improve your technical skills and solve real-world problems: โ‡’ Ring the bell ๐Ÿ”” and ๐˜€๐˜‚๐—ฏ๐˜€๐—ฐ๐—ฟ๐—ถ๐—ฏ๐—ฒ to ๐—–๐—ผ๐—ป๐˜€๐—ฐ๐—ถ๐—ผ๐˜‚๐˜€๐— ๐—Ÿ!

๐—ช๐—ต๐—ฎ๐˜ ๐—œ ๐—ฑ๐—ผ ๐Ÿ‘จโ€๐Ÿ’ป

โ—‹ ๐šƒ๐šŽ๐šŒ๐š‘๐š—๐š’๐šŒ๐šŠ๐š• ๐š†๐š›๐š’๐š๐š’๐š—๐š: I write long-form articles on MLOps to help you build real-world AI systems. I have the privilege to work form the #1 MLOps blog: Neptune AI. ๐Ÿ’ช

โ—‹ ๐™ผ๐™ป๐™พ๐š™๐šœ: I leverage modern MLOps practices to build infrastructures to support AI applications and automate ML workflows.

โ—‹ ๐™ณ๐šŠ๐š๐šŠ ๐™ด๐š—๐š๐š’๐š—๐šŽ๐šŽ๐š›๐š’๐š—๐š: I'm experienced in building reproducible data pipelines for machine learning.

โ—‹ ๐š‚๐š˜๐š๐š๐š ๐šŠ๐š›๐šŽ ๐™ด๐š—๐š๐š’๐š—๐šŽ๐šŽ๐š›๐š’๐š—๐š: I have advanced software skills in Python and regularly maintained large-scale ML repositories.

๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—ฃ๐—ฎ๐˜๐—ต ๐Ÿš€

๐Ÿ. ๐™ผ๐™ป ๐š๐šŽ๐šœ๐šŽ๐šŠ๐š›๐šŒ๐š‘๐šŽ๐š›: Worked as a research scientist on medical imaging and multi-object tracking.

๐Ÿ. ๐™ฒ๐š˜๐š–๐š™๐šž๐š๐šŽ๐š› ๐š…๐š’๐šœ๐š’๐š˜๐š— ๐™ด๐š—๐š๐š’๐š—๐šŽ๐šŽ๐š›: Developed production real-time person tracking systems for retail applications.

๐Ÿ‘. ๐š‚๐šŽ๐š—๐š’๐š˜๐š› ๐™ผ๐™ป๐™พ๐š™๐šœ ๐™ด๐š—๐š๐š’๐š—๐šŽ๐šŽ๐š›: Designed infrastructure to automate ML workflows and scale models in production, including a near real-time recommendation system for waste management.

๐Ÿ’. ๐šƒ๐šŽ๐šŒ๐š‘ ๐™ป๐šŽ๐šŠ๐š: Currently leading a team of 4 data scientists on ML and MLOps best practices.

๐Ÿ“. ๐™ฒ๐š˜๐š—๐š๐šŽ๐š—๐š ๐™ฒ๐š›๐šŽ๐šŠ๐š๐š˜๐š›: I built the ๐—–๐—ผ๐—ป๐˜€๐—ฐ๐—ถ๐—ผ๐˜‚๐˜€๐— ๐—Ÿ ๐—•๐—น๐—ผ๐—ด from the ground up, where I regularly post in-depth articles on production ML.

๐Ÿค ๐—Ÿ๐—ฒ๐˜'๐˜€ ๐—–๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜

Feel free to reach out and connect! I'm always open for a chat and potential collaborations.

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