4 Ways How to Expose Your ML Model to the World
A comprehensive guide comparing four different strategies for deploying and serving machine learning models in production: joblib, ONNX, BentoML, and MLFlow.
Twenty-three years of full-stack development across the USA and Europe have taught me one thing: every project has a story - and something new to teach.
These case studies, from startups to large enterprises, cover the challenges, solutions, and lessons learned from real-life projects in Pharma and Logistics.
I'm excited to share these insights with you.
If you're facing a technical challenge - whether it's a project behind schedule, a product that needs architecting, or a team that needs support - I'd love to hear about it.
Leaders want to have peace of mind, even the pressure is high. I turn ideas into working products, bring missing expertise, and unblock stuck projects so they hit deadlines.