I build enterprise AI systems with the teams behind them.
I write and teach about what happens in production.

Technical Team Lead with 9+ years in enterprise data, cloud, and AI. Engineer, practitioner, writer.

Build teams and systems that deliver when it matters.

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Nikodem Dabski
9+ years in enterprise engineering · Technical Team Lead · CAS Advanced Machine Learning · 12 AWS Certifications
CNCF Kubestronaut (5x Kubernetes Certified) · McKinsey alumnus · Based in Luzern, Switzerland

Latest

INT8 vs FP16 on Ada Lovelace: When Quantization Makes Inference Slower

May 2026

A $7K datacenter L40S lost to a $1.6K RTX 4090 on Whisper inference. The GPU was innocent: INT8 quantization was the culprit. How I traced it, suspect by suspect, and the bandwidth math behind it.

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What I do

Technical Writing

Articles on production AI, inference, and cloud infrastructure.

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Workshops & Speaking

Workshops and guest lectures on AI systems and the gap between proof-of-concept and production.

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Mentoring

1:1 mentoring for engineers and engineering leaders navigating AI, cloud, career growth, and the transition from IC to technical leadership.

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Field notes from production AI: what breaks, what holds, and what it teaches. One email when something ships.

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