Independent consulting · Stockholm

AI platforms.
Built for production.

Architecture, engineering and delivery leadership for companies putting machine learning and AI into everyday use.

ApplyML is the independent consultancy of Peter Saltin.

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How I can help

01 /

Platform architecture

Design cloud platforms for data, ML and AI, with a clear path from the target architecture to the first working version.

02 /

ML & AI engineering

Deliver ML use cases, from modelling and pipelines to production scoring, with the engineering needed to keep them running.

03 /

Technical delivery

Lead platform teams, connect business priorities with engineering work, and stay involved in the implementation.

Peter Saltin

Founder & consultant
Stockholm, Sweden

My background spans more than a decade in statistics, data science and ML engineering. I combine hands-on implementation with platform architecture and delivery leadership.

I founded Apply Machine Learning Sweden AB in 2019. Through ApplyML, I bring that experience directly to the teams I work with.

Selected experience · Peter Saltin

ML & AI platforms

Telecom

Designed and built cloud ML platforms, onboarded teams and led delivery for an AI platform covering model serving, retrieval and agent tooling.

ML use cases in production

Telecom

Delivered ML use cases for customer propensity scoring, including churn, price-plan changes and hardware changes, to support customer retention and relevant offers.

ML-driven decision automation

Telecom

Turning uncertain model outputs into useful actions, then measuring what happened. Built automation to prioritise the next customer action based on expected uplift, churn risk and customer value, with A/B testing to evaluate outcomes.

Applied statistics

Public sector

Developed resource allocation models, staffing and care-demand forecasts, and statistical systems to support planning and decisions.

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