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Drazen Dodik

Drazen Dodik

I’m a proactive problem solver with a passion for... 🤮🛑 Well actually, I’m just really into customer success, I love to tinker with code, and I don’t mind a causal spreadsheet jam session every now and then 🎷📊

Blog
May 12, 2025 Drazen Dodik
Why Most MLOps Platforms Want a Deep Relationship with Your Codebase (and Why We Don't)

Most MLOps platforms quietly couple themselves to your codebase—until one day you're debugging their wrappers instead of your model. Here's why that happens, what it costs you, and how to avoid it entirely.

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Blog
April 30, 2025 Drazen Dodik
The Hidden Reproducibility Crisis Killing Your ML Team's Productivity (And Your Budget)

ML reproducibility challenges rob teams of productivity and inflate costs through duplicate experiments. This post explores how automated reproducibility can save compute costs, accelerate development, and eliminate the frustration of recreating successful models when they matter most.

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Blog
April 28, 2025 Drazen Dodik
The MLFlow-Airflow-Kubernetes Makeshift Monster: How Your DIY ML Stack Became Your Biggest Bottleneck

Handling ML infrastructure with MLFlow, Airflow, and Kubernetes often creates a monster that devours team productivity. Learn how knowledge silos form, why debugging becomes a nightmare, and how to escape your ML stack prison without burning everything down or disrupting your team's workflow.

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Blog
October 04, 2022 Drazen Dodik
Valohai is now SOC 2 Type II compliant

As of September 29, 2022, Valohai is officially SOC 2 Type II compliant. SOC 2 compliance "demonstrates your organization's ability to effectively safeguard the privacy and security of customer data".

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