The full CV.

Engineering Manager · Engineering Manager with 20+ years building world-class products

Summary

Engineering manager with 7+ years scaling and managing teams up to 40+ engineers, paired with hands-on delivery of production AI systems — agentic workflows, MCP integrations, multi-agent orchestration, RAG, and on-device computer vision. Comfortable moving between strategic conversations and pairing with engineers in code. Founder background — comfortable building teams and products from scratch, and codifying engagements into reusable architecture and evaluation playbooks. Track record of scaling platforms serving millions at Diageo, Google, and Lloyds.

By the numbers

20+
Years engineering
40+
Engineers led
15M+
Monthly users reached
7+
Years management

Experience

Google + Dentsu

Google + Dentsu

Engineering Manager

November 2025 - Present

Embedded directly with Dentsu (Japan's largest advertising agency) and Google Cloud teams to architect and deliver a greenfield production SaaS advertising platform. Owned technical leadership across architecture, security, and PCI DSS compliance; partnered with senior stakeholders at the customer to shape strategic technical direction and unblock delivery at risk.

Designed and Developed serverless Google Cloud stack: Cloud Run, Firestore, Redis, Cloud Armor WAF. Built Infrastructure as Code with Terraform, CI/CD pipelines, security scanning, and container hardening.

Implemented comprehensive security framework covering access control, cryptography, and operations. Achieved PCI DSS compliance with tamper-resistant audit trails and enterprise SSO via Okta.

Built and managed cross-functional engineering team, coordinating Google Cloud specialists and external vendors to deliver on aggressive timelines.

Google Cloud PlatformCloud RunFirestoreCloud ArmorTerraformOktaPCI DSS ComplianceDevSecOpsZero Trust ArchitectureTeam Building
Antec Global LTD

Antec Global LTD

Founder & AI Engineer

February 2024 - Present

Founded independent AI consultancy delivering production agentic systems for strategic customers across PropTech, AgTech, and HR Tech — embedding with founding teams to ship end-to-end, from data annotation through model deployment on edge devices, with MLOps infrastructure for continuous training. Codified each engagement into reusable architecture, evaluation, and prompt-engineering playbooks.

Architected agentic workflows integrating MCP (Model Context Protocol) with multi-LLM orchestration and human-in-the-loop validation for intelligent automation. Built RAG-powered chat interfaces featuring intelligent tool selection, vector database integration, and context-aware responses.

PropTech platform: multi-agent system where a Router Agent orchestrates specialised Property, Neighbourhood, and Risk agents. Built companion iOS AR app with real-time computer vision using custom ML models trained on domain-specific datasets, achieving 30+ FPS on-device inference via CoreML and ARKit. Trained LightGBM price prediction models on 30M+ UK property transactions.

AgTech iOS AR application: real-time cattle weight estimation through YOLOv11 segmentation, LiDAR depth sensing, and CoreML on-device inference. Implemented multi-model hot-swapping architecture with breed-specific calibration designed for offline-first field operation.

HR Tech CV optimisation platform: multi-model routing gateway orchestrating Groq, Claude, and GPT-4o models. Integrated MCP tools including Firecrawl and Brave Search, with Vercel Workflows providing human-in-the-loop checkpoints for quality assurance.

RAG-powered semantic search platform: pgvector embeddings with intelligent tool selection and multi-strategy query routing combining constraint, semantic, and hybrid approaches for context-aware event discovery across 50K+ festival listings.

AI-powered interview practice platform: multi-persona prompt engineering, structured 5-dimensional scoring via Zod schemas, and streaming conversational responses.

TypeScriptNext.jsPythonSwiftReact NativeLLMVercel AI SDKRAGMCPMulti-Agent SystemsComputer VisionCoreMLARKitYOLOv11LightGBMMLOpspgvectorPostgreSQLPostGIS
Diageo

Diageo

Engineering Manager

August 2021 - August 2025

Role progression

Principal EngineerTechnical LeadEngineering Manager
Engineering ManagerMay 2023 - August 2025

Managed 40+ engineers across globally distributed teams with direct reports, conducting regular performance reviews, 1:1s, and career development sessions to drive team growth and retention.

Scaled engineering organisation from 15 to 40+ developers through strategic hiring, full-cycle recruitment, and comprehensive onboarding programmes while maintaining team culture and productivity.

Led development of the company's global headless platform, co-creating the composable architecture vision that now powers over 75% of Diageo traffic for brands including Johnnie Walker, Guinness, Smirnoff, and Baileys.

Owned engineering budget and vendor management, selecting and onboarding multiple external agencies while establishing governance frameworks and quality gates achieving 100% compliance.

Implemented performance management and engineering metrics framework, improving delivery predictability and team velocity while fostering innovation culture through generative AI adoption, prompt engineering standards, and regular hackathons.

Team LeadershipAgile/ScrumOKRsStakeholder ManagementBudget ManagementVendor ManagementPerformance ManagementStrategic PlanningAgency ReviewAI/ML IntegrationChange ManagementCross-functional LeadershipExecutive Communication
Technical LeadDec 2022 - May 2023

Defined comprehensive platform governance including 15 Quality Attribute Requirements, documented best practices, automated technical assessment, and a suite of automated quality gates.

Architected and implemented robust CI/CD pipelines on Azure DevOps, establishing automated deployment workflows, security scanning, and quality gates that enabled rapid, reliable delivery across global markets.

Implemented global headless CMS platform, reducing time-to-market by 40%, achieving 100% compliance across legal and regulatory standards whilst delivering significant annual development savings.

Established 'Bedrock', a foundational TypeScript mono-repo (8 applications, 22+ packages, 5 Contentful extensions) as the cornerstone for code reuse and developer productivity across multiple teams and agencies.

Solution ArchitecturePlatform GovernanceQuality EngineeringCI/CD PipelinesAzure DevOpsMonorepo ArchitectureTypeScriptCode Quality ToolsDeveloper ExperienceTechnical DocumentationCompliance & StandardsAutomationBest PracticesTechnical Assessment
Principal EngineerAug 2021 - Dec 2022

Architected and led development of flagship brand sites including TheBar.com and Malts.com, establishing technical patterns and architecture standards for the global platform.

Designed scalable composable architecture foundations, defining integration patterns and technical standards that would become the blueprint for Diageo's digital transformation.

System ArchitectureComposable ArchitectureReactNext.jsGraphQLContentfulVercelIntegration PatternsTechnical StandardsPerformance OptimisationScalability DesignAPI DesignTypeScriptPlaywrightAlgolia
The Times

The Times

Software Engineer

June 2021 - August 2021

Drove front-end development for digital transformation initiative serving 2M+ daily readers, specialising in web performance optimisation and modern development practices. Delivered significant Core Web Vitals improvements across the platform.

ReactNext.jsTypeScriptAWS LambdaCloudFrontRedisWeb PerformanceCore Web VitalsJestCI/CD
The Very Group

The Very Group

Principal Software Engineer

February 2021 - June 2021

Led development of highly available, scalable enterprise solutions to replace existing Digital Customer Experience platforms serving 4M+ customers. Architected new microservices-based commerce platform with 99.9% uptime targets.

MicroservicesNode.jsReactNext.jsAWSDockerPostgreSQL
Sky

Sky

React Developer

November 2020 - February 2021

Developed features for node/react mono-repo website serving 24M+ customers, creating bespoke React components using Adobe Spectrum design system for cross-team reusability and maintaining design consistency.

Node.jsReactTypeScriptGraphQLMonorepoStorybookPlaywrightCDNWebpack
Fresh Deals

Fresh Deals

Engineering Founder

April 2020 - April 2022

Founded and developed serverless PWA commerce platform with real-time price tracking, reviews, and deal notifications during the pandemic.

AWS LambdaNode.jsNext.jsReactPWAMongoDBGraphQLServerless ComputingPush NotificationsProduct Management
Lloyds Banking Group

Lloyds Banking Group

Lead Full Stack Developer

July 2018 - September 2019

Provided technical leadership and mentorship to the engineering team, directing implementation strategies across multiple workstreams while conducting code reviews and establishing best practices. Led solution architecture decisions across the Financial Planning division, aligning technical roadmap with board-level IT strategy initiatives.

Drove digital transformation in Financial Planning and Retirement lab, surfacing pension information to 15M+ users across Halifax, Bank of Scotland and Lloyds brands. Improved app performance by 60% through coordinating cross-functional teams including QA, DevOps, and Product.

Team LeadershipNode.jsReactTypeScriptAWSGraphQLSQLSecurity (OWASP)Regulatory ComplianceMentoring
The Virtual Assistant Ninja

The Virtual Assistant Ninja

Engineering Founder

May 2017 - March 2020

Built SaaS platform with three products and eight distributed microservices supporting 1,000+ online retailers, successfully acquired by Hustle Got Real.

MicroservicesAWSNode.jsAngularTypeScriptMongoDBGoogle Cloud PlatformOAuthPuppeteerDockerKubernetesMessage QueuingProduct Strategy
Bet365

Bet365

Full Stack Developer

November 2015 - May 2017

Developed Client Side Sports UI across all platforms for the world's largest online gambling operator serving 45M+ customers globally. Helped lead re-write of legacy ActionScript to HTML5, mentored developers, and delivered performance improvements across the platform.

JavaScriptTypeScriptHTML5ActionScriptWebSocketsReactRxJSPerformance OptimisationCanvas/WebGL
Tombola

Tombola

Developer → Senior → Development Lead

January 2008 - November 2015

Role progression

DeveloperSenior DeveloperDevelopment Lead
Development LeadJan 2012 - Nov 2015

Directly managed 13 engineers, conducting performance reviews, career development, and regular 1:1s. Recruited, interviewed, trained and onboarded all direct reports, building a high-performing team from scratch.

Led development across multiple projects via scrum methodology, ensuring delivery of core desktop and mobile products with 50k+ daily active users.

Championed development standards and team processes, tracking sprint velocity and delivery metrics while managing full performance management cycle.

Team LeadershipAgile/ScrumPerformance ManagementRecruitmentMobile Development
Senior DeveloperJan 2010 - Jan 2012

Designed and developed products for both consumer and business use, specialising in mobile development for UK, Spain and Italy markets.

Mentored junior developers and contributed to problem management and incident resolution.

Ensured agreed timelines and project deliverables were met across multiple platforms.

ActionScriptJavaScriptMobile DevelopmentMentoring
DeveloperJan 2008 - Jan 2010

Developed core bingo and casino products for Tombola, the #1 Bingo Operator in the UK, Spain and Italy.

Focused on UI development and mobile platform specialisation, creating engaging consumer experiences.

ActionScriptJavaScriptHTML5UI Development
TH_NK

TH_NK

Javascript Developer

February 2007 - November 2007

Contributed to various JavaScript-based projects for creative agency clients, developing and maintaining interactive client-side web applications with focus on user experience and cross-browser compatibility.

ActionScriptJavaScriptPerformance OptimisationWeb Development

Core skills

Leadership
Engineering Management · People Management · Team Building & Hiring · Performance Management · Cross-functional Leadership
Technical
Solution Architecture · Cloud Architecture · Composable Architecture · Platform Governance · Engineering Operations
AI/ML
LLM Orchestration & Prompt Engineering · RAG Systems & Vector Databases · Computer Vision & Custom ML Models · Agentic AI & MCP Integration · MLOps & On-Device ML
Delivery
Agile Methodologies · CI/CD · Performance Optimisation · Release Management · Quality Assurance
Strategic
Engineering Strategy · Technical Leadership · Digital Transformation · Security & Compliance · Vendor Management

Education

BSc (Hons) Multimedia ComputingNorthumbria University
2:1 (Year Grades: 72%, 70%, 69%)
HEFCNewcastle College
Distinction
GCSEKeswick Secondary School
11 GCSEs Grade A-C (September 1991 - June 2002)

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Chris Anthony - CV