Machine Learning Foundations that Ship Reliable Products
Build trustworthy machine learning systems with data contracts, human feedback loops, and shadow traffic evaluation that keeps stakeholders confident.
98%
Model uptime
Deep dives into production ML systems, generative AI, and the craft of building intelligent products.
Build trustworthy machine learning systems with data contracts, human feedback loops, and shadow traffic evaluation that keeps stakeholders confident.
98%
Model uptime
Scale deep learning initiatives with modular pipelines, versioned synthetic data, and capability matrices that translate model health into executive-ready language.
$4.1K
Monthly GPU spend
Deploy LLM experiences that stay fast, factual, and affordable through tiered routing, learning retrieval systems, and automated evaluation harnesses.
22%
Latency reduction
Version prompts like code, score them for delight, and run regression suites so creativity never drifts off-brand.
41%
Quality lift