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Take AI from Prototype to Production

Take AI from Prototype to Production

Offered by Christian B.

4.81

()

Product direction for AI founders: customers, scope & pilot decisions

Stanford University School of Medicine Logo

Studied at Stanford University School of Medicine

SAP Logo

Worked at SAP

Description

Work with an experienced ML engineer to build the skills needed to take AI from prototype to production, reliably and at scale. Possible uses of coaching sessions, but not limited to: - ML model deployment and serving infrastructure - Experiment tracking and model versioning tools - Automated deployment pipelines for machine learning - Model monitoring, drift detection, and alerting - Feature store design and data pipeline automation - Cost optimization and inference efficiency at scale - AI code review on your production ML systems


What you'll get from this package

A clear understanding of the MLOps lifecycle from experiment tracking to production monitoring

Hands-on knowledge of key tools and platforms used by ML engineering teams

The ability to design monitoring systems that catch model and data issues early

Skills to build and maintain production ML systems independently


Additional details

Coaching delivered via live sessions and .

Refund Policy

Services included:

Technical Skills

AI Research

Model Development

ML Ops & Deployment

AI Code Review


Christian B.

Offered by Christian B.

Joined September 2026

4.81

Product direction for AI founders: customers, scope & pilot decisions

I work with B2B software and AI founders from pre-seed through Series A on product and customer decisions. If you've built a promising demo but aren't sure who will pay for it, or every pilot is turning into a custom project, bring the situation and we'll work through it together. We'll look at the customer problem, the scope of the first product, and what to test next. I led product for an AI/ML platform at Elevance Health and earlier worked on SAP's natural language processing products. My advice draws on that product leadership experience and years of working with founders. Sessions focus on product direction and commercial judgment. For coding lessons, model training, or engineering interview preparation, a specialist engineering coach would be a better fit.

Coaches professionally

Experience level: Executive

100+ AI & ML Engineering clients

Starting at $332.50

5h+ of coaching