Person

Lina Weichbrodt

Lina Weichbrodt's DataTalks.Club podcast discussions, organized for topic exploration.

Lina Weichbrodt

Background

Generalist machine learning developer with an interest in prototyping data driven products and bringing them live. She likes to cover the whole process from design, implementation to A/B test and operations. Stack: AWS, Java, Python, Spark.

Podcast Discussions

• Master Human-Centered MLOps: Stakeholder Buy-In, Monitoring, Debugging & Incident Response. Discussed: Episode Introduction: Humans in the Loop — MLOps & human-centered ML; Guest Career Path: Lina Weichbrodt — business to ML engineering; Project Intake Checklist: business case, KPIs, and alternative solutions; Evaluate AI Necessity: quantify alternatives before modeling. Related topics: MLOps, machine learning, production, tools, communication.