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I am an experienced Solutions Architect with 15+ years partnering with enterprise customers to design and deploy complex technical solutions across energy, industrial, and SaaS environments. Recently I've been hands-on with Generative AI — building knowledge graphs grounded in customer data, LLM-powered decision support, and AI-assisted workflow automation. I enjoy building rapid prototypes, writing code, and codifying best practices into reusable patterns and knowledge assets that scale across teams.…I am an experienced Solutions Architect with 15+ years partnering with enterprise customers to design and deploy complex technical solutions across energy, industrial, and SaaS environments. Recently I've been hands-on with Generative AI — building knowledge graphs grounded in customer data, LLM-powered decision support, and AI-assisted workflow automation. I enjoy building rapid prototypes, writing code, and codifying best practices into reusable patterns and knowledge assets that scale across teams.

Paul Milne

Architect, Data Scientist, Full Stack Developer, +1

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I am an experienced Solutions Architect with 15+ years partnering with enterprise customers to design and deploy complex technical solutions across energy, industrial, and SaaS environments. Recently I've been hands-on with Generative AI — building knowledge graphs grounded in customer data, LLM-powered decision support, and AI-assisted workflow automation. I enjoy building rapid prototypes, writing code, and codifying best practices into reusable patterns and knowledge assets that scale across teams.…I am an experienced Solutions Architect with 15+ years partnering with enterprise customers to design and deploy complex technical solutions across energy, industrial, and SaaS environments. Recently I've been hands-on with Generative AI — building knowledge graphs grounded in customer data, LLM-powered decision support, and AI-assisted workflow automation. I enjoy building rapid prototypes, writing code, and codifying best practices into reusable patterns and knowledge assets that scale across teams.

Available to hire

I am an experienced Solutions Architect with 15+ years partnering with enterprise customers to design and deploy complex technical solutions across energy, industrial, and SaaS environments. Recently I’ve been hands-on with Generative AI — building knowledge graphs grounded in customer data, LLM-powered decision support, and AI-assisted workflow automation. I enjoy building rapid prototypes, writing code, and codifying best practices into reusable patterns and knowledge assets that scale across teams.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Lead Solutions Engineer at Cerebre

October 1, 2025 - December 1, 2025

Led development of an enterprise LLM + Knowledge Graph assistant for ExxonMobil; built rapid prototypes and PoCs, designed RAG-enabled retrieval and grounding strategies, and prepared architecture and playbooks to enable scalable GenAI deployments across teams.

AI Product Manager | AI Assistants for Finance at Sage

June 1, 2025 - October 1, 2025

Led GenAI-powered workflows for finance teams; prototyped RAG pipelines with knowledge-grounded retrieval, translated requirements into architecture, codified best practices, measured productivity gains and data quality, and drove adoption with executive sponsors.

Product Lead | Digital Sustainability & AI Deployments at SLB (Schlumberger)

August 1, 2022 - January 1, 2025

Architected GenAI-enabled emissions tracking solution; embedded with energy major operators to map reporting workflows, designed data integration approaches, GPT-4 powered analysis, and production-ready patterns; delivered prototypes and advance playbooks for enterprise rollout.

Customer Success / Solutions Lead at Seeq Corporation

February 1, 2019 - June 1, 2022

Served as primary technical advisor for 10+ strategic enterprise accounts; designed architectures combining historian data, real-time metrics, and business context; prototyped dashboards and KPI frameworks; drove 95%+ adoption and informed product roadmap.

Solutions Engineer at DXC Technology (BP Account)

October 1, 2016 - January 1, 2019

Architected OT data systems for BP; built real-time dashboards and analytics prototypes; validated data quality and integration patterns; supported multi-site deployments across geographies.

Product Manager / Solutions Lead | Real-Time Drilling at Schlumberger

June 1, 2014 - January 1, 2016

Led drilling solutions product management; designed decision-support tools and real-time analytics prototypes aligned with field workflows; scaled patterns across rigs and subsea systems; documented best practices.

Solutions Engineer | Offshore Data Systems at Kongsberg Digital

February 1, 2011 - April 1, 2013

Implemented offshore data systems for real-time drilling; built prototypes, validated data quality, and codified deployment patterns for multi-site operations.

Systems Engineer / Solutions Delivery at SAIC / BP Account

June 1, 2005 - November 1, 2010

Gained broad exposure to BP's IT and OT data landscape; mapped requirements to architectures, delivered solutions across geographies, and produced training materials for scalable deployments.

Solutions Architect | Automated Drilling Deployment at Shell

May 1, 2013 - June 1, 2014

Designed automated drilling deployment solutions; embedded with offshore teams to map workflows, validate data quality, and shape UX for high-stakes decision support.