My name is Ravinder Rai, but I go by Ravi, and I’m a freelance machine learning engineer specializing in production-ready data science and ML solutions.

With 5 years of experience across quantum computing research, freelance ML projects, and indie hacking, I’ve built solutions like a analytics dashboards and ML SaaS proof of concepts in various industries such as healthcare, e-commerce, and data and infrastructure.

My expertise spans MLOps, NLP, and the AWS ecosystem, where I focus on building real-world ML systems, as I believe the value in AI lies not in the many proof-of-concept ideas that we can build, but rather in putting a practical ML system out there and getting real-time feedback immediately. My approach focuses on practicality and ensuring any ML solution I build is both technically sound and also a solution with real-world value. 

In my downtime, I enjoy working out, nerding out, and rock/metal music. If you’re interested in speaking with me about building practical and production machine learning and AI apps, please send me a brief message and connect with me.

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