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David C Reay

David C Reay

Senior AWS Architect & DevSecOps Engineer

London, United Kingdom, GB
+44 (0) 7834 980 889
English, French, German, Spanish, Dutch

Background


About

About

Strategic AWS Solutions Architect (Professional) and MBA Technology Management Graduate with 15+ years of experience in high-security infrastructure and automated systems engineering. Expert in bridging the gap between engineering and compliance (ISO27001/SOC2), with a proven track record of reducing operational costs by up to 80% through serverless refactoring and automated vulnerability remediation. Post-nominals: MBA, BSc. Security Clearance: BPSS (Active).

Work Experience

Work Experience

  • Senior DevOps Engineer, Tabled Technologies Limited

    Dec, 2025 - Feb, 20262 months

    Spearheaded the infrastructure remediation and security hardening required for ISO27001 Stage 1 and Stage 2 compliance. Collaborated with external auditors (Cognisys) to identify gaps and implemented automated monitoring, logging, and network isolation across production and staging AWS environments.

    • Successfully prepared infrastructure for ISO27001 Stage 2 audit by remediating Internal Audit gaps A.8.31 and A.8.32.

    • Reduced Secrets Manager costs by approximately 83% by architecting JSON-bundled secret storage.

    • Fully automated security agent deployment (Trend Micro) via GitLab CI/CD and AWS Systems Manager.

    • Achieved 100% visibility for critical database and load balancer metrics through Infrastructure-as-Code monitoring.

    • Infrastructure Modernization: Migrated legacy NGINX EC2 reverse proxies to AWS ALBs with automated SSL.

    • Network Security: Executed full VPC network segregation, migrating Elastic Beanstalk applications to private subnets.

    • Security Hardening: Implemented AWS GuardDuty, automated SSH lockdown scripts, and enforced CloudTrail log integrity.

    • Serverless Migration: Refactored tasks into serverless AWS Lambda functions with EventBridge triggers.

  • Senior Data Engineer, Giacom (Communications) Limited

    Apr, 2024 - Feb, 202510 months

    Responsible for designing and implementing data architecture solutions, building and maintaining data pipelines for a team delivering AWS-based data solutions.

    • Architected multi-account AWS Landing Zones and VPC segmentation using Terraform.

    • Developed automated CI/CD pipelines for data solutions using Glue and Lambda.

    • Mentored junior staff on DevSecOps best practices and AWS Well-Architected Framework.

    • Utilized Amazon Bedrock and Generative AI (Chat-GPT).

  • Data Engineer, Mental Health Innovations UK

    May, 2023 - Jan, 20248 months

    Contract to develop an existing de-identification data pipeline with pyspark and NLP.

    • Developed an existing de-identification data pipeline with Pyspark and NLP.

    • Performance testing and enhancement with ARM64 AWS Graviton processors.

    • Implemented TDD with pytest, pylint, and OpenAI API.

    • Infrastructure as Code with CloudFormation and Dockerization with EMR Serverless.

  • Senior DevOps Engineer, Floyt Mobility

    Jan, 2023 - Jun, 20235 months

    Contract to migrate a rental car aggregation website into AWS.

    • Migrated rental car aggregation website into AWS using EC2, RDS, and ElastiCache.

    • Deployed Single Page Application (SPA) using CloudFront, Lambda@Edge, and S3.

    • Infrastructure as Code with Terraform.

    • PHP application configuration and deployment with GitLab, CodePipeline, and Docker.

  • Senior DevOps Engineer, AstraZeneca

    Aug, 2022 - Dec, 20224 months

    Contract to deploy a Django application in the Beijing AWS region for DNA sequencing pipelines.

    • Deployed Django applications in the Beijing AWS region for DNA sequencing pipelines.

    • Automated 24+ specialized bioinformatics tools (BLAST, SAMTools) via Ansible.

    • Developed custom AWS Data Lake using Postgres (RDS), Lambda, and Step Functions.

    • Jenkins pipeline development and IaC with CloudFormation.

  • Senior Developer, Admiral Pioneer (Veygo / NalahLife)

    Jun, 2022 - Oct, 20224 months

    Contract working on AWS serverless infrastructure for a temporary car insurance company (Veygo), and an intrapreneurial health insurance startup (NalahLife).

    • Built AWS serverless infrastructure using Chalice, SAM, and API Gateway.

    • Integrated AppFlow and Salesforce for business process automation.

    • Python web development with Django and API development.

    • Data engineering with Glue, Athena, and Pandas (Parquet).

  • Senior Data Engineer, Nationale-Nederlanden Investment Partners

    Apr, 2021 - Mar, 202211 months

    Contract to work on a team producing back office tools for assessing and reporting on financial risk.

    • Built back-office tools for assessing and reporting financial risk in asset management.

    • Developed ETL workflows using AWS Glue and Athena for risk measurement.

    • Serverless development (Lambda, Step Functions, DynamoDB, Cognito).

    • Python programming with Boto3, NumPy, and Pandas.

  • Senior Python Developer, Chetwood Financial Ltd

    Sep, 2020 - Mar, 20216 months

    Contract to build a credit card application system with serverless technologies in AWS.

    • Architected a complex serverless journey management system for credit card applications.

    • Integrated 3rd party providers (Onfido, Experian, Equifax) for fraud and credit checks.

    • Python 3.8 programming with Boto3.

    • Building AWS serverless stacks (Lambda, Step Functions, API Gateway).

  • Senior DevOps Engineer, Lenses.io

    Nov, 2019 - Sep, 202010 months

    Remote contract to build a SaaS cloud solution with Kubernetes, GoLang and Python.

    • Built a SaaS cloud solution across AWS, GCP, and Azure using Kubernetes and Go.

    • Designed SaaS AWS Factory and multi-tier SaaS solutions.

    • Kubernetes orchestration (EKS, GKE) and Helm charts.

    • Go programming for Lambda and API services.

  • Team Lead, GFK Nurago

    Jul, 2017 - Oct, 20192 years 3 months

    Contract to support and migrate a Global suite of panellist data aggregation tracking tools to AWS.

    • Led the migration of global panellist data tracking tools to AWS.

    • Implemented Big Data pipelines using AirFlow, Kinesis, Firehose, and EMR.

    • Infrastructure orchestration with Terraform and CloudFormation.

    • Monitoring and operations using Grafana, Prometheus, and New Relic.

  • Senior DevOps Engineer, OpenSignal

    Jan, 2017 - Jun, 20175 months

    Contract to manage Web applications and Big Data technologies for mobile insight.

    • Managed Spark/Mesos-based Big Data infrastructure.

    • Automated build and deployment for Django-based web applications.

    • AWS Architecture with CloudFormation, ECS, and RDS.

  • Senior DevOps Engineer, De Persgroep Employment Services

    May, 2016 - Nov, 20166 months

    Contract to migrate an application from a private Cloud to Amazon Web Services.

    • Migrated applications from private cloud to AWS.

    • Conducted performance load testing and multi-account VPC architecture design.

    • Docker, Ansible, Terraform, and ELK stack implementation.

  • Senior DevOps Engineer, Ministry of Justice

    Jul, 2015 - Dec, 20155 months

    Contract to help develop the Cloud services supporting a web application for the Office of the Public Guardian.

    • Developed cloud services for the Office of the Public Guardian.

    • Automated AWS with CloudFormation and Terraform.

    • SaltStack, Python, and Bash scripting.

  • DevOps Engineer, ImmobilienScout24.de

    Apr, 2015 - May, 20151 month

    Consulting and development skills for their migration to Amazon Web Services.

    • Consulting for AWS migration focusing on IAM and security.

    • Test-Driven Development (TDD) with Python.

  • DevOps Engineer, Agents Mutual (Onthemarket.com)

    Oct, 2014 - Dec, 20142 months

    Automate the deployment of web applications, Elasticsearch clusters, and Postgres databases to AWS.

    • Automated deployment of Elasticsearch clusters, log aggregation, and Postgres.

    • Implemented 'Simian Army' for infrastructure resilience testing.

    • AWS automation with CloudFormation and Puppet.

  • DevOps Engineer, News UK

    Jan, 2013 - Jun, 20141 year 5 months

    Systems Engineer working with Digital Productions for migration and automated deployment to AWS.

    • Migrated high-traffic sites (The Times, The Sun) to AWS.

    • Developed a custom Ruby toolset for governance and cost analysis of 3000+ apps.

    • Akamai CDN configuration and management.

  • Integration Engineer, The Financial Times

    Jan, 2012 - Dec, 201211 months

    Developing a bespoke cloud solution for automated deployment and configuration.

    • Developed a bespoke cloud solution for automated deployment to VMWare.

    • Puppet and Ruby development.

    • Maintenance of web stacks and network infrastructure.

  • Senior Systems Administrator, Oxford University

    Nov, 2010 - Dec, 20111 year 1 month

    Senior UNIX and network administrator supporting 100+ Sun Solaris and virtualized Enterprise Linux servers.

    • Supported 100+ Sun Solaris and Linux servers for the Bodleian Library.

    • Automated server builds using Puppet.

    • VMWare/vSphere administration and Solaris support.

  • Systems Administrator, Betgenius Limited

    Mar, 2008 - Nov, 20102 years 8 months

    Operations management and senior systems administration.

    • Monitoring and trending with Nagios and Cacti.

    • Automated Linux and Windows server/desktop builds.

    • Cisco network infrastructure configuration.

  • IT Assistant, GoldCrest Post London

    Feb, 2007 - Feb, 20081 year

    IT support and infrastructure administration.

    • Windows infrastructure administration (Active Directory, Exchange).

    • Backups with Symantec Backup Exec and network design.

Skills

Skills

  • Cloud Architecture & FinOps

    AWS (EC2, ALB, RDS, S3, IAM, CloudTrail, GuardDuty)

    Cost Optimization (83% reduction in Secrets Manager overhead)

    Serverless Architecture (Lambda, EventBridge, SAM)

    Graviton (ARM64) Migration & Performance Tuning

  • Security & Compliance

    ISO27001 & SOC2 Framework Implementation

    Vanta & Nucleus Compliance Platforms

    VPC Network Segregation & Hardening

    Automated Vulnerability Patching & Triage

  • DevOps & Automation

    Infrastructure as Code (CloudFormation, Terraform, SAM)

    CI/CD Pipelines (GitLab CI, AWS CodeDeploy, OIDC)

    Containerization & Orchestration (Docker, Elastic Beanstalk)

    Observability (CloudWatch Dashboards, Logging, Alarms)

  • Solutions Architecture

    Complex Org Design (10+ yrs)

    New Solutions Design (10+ yrs)

    Migration Planning (10+ yrs)

    Cost Optimisation (10+ yrs)

    Continuous Improvement (10+ yrs)

    Disaster Recovery (10+ yrs)

  • DevOps Engineering

    Containerisation - Kubernetes, ECS, ECR, EKS, Docker (10+ yrs)

    CI/CD - Jenkins, Anthill Pro, TeamCity, CodePipeline (10+ yrs)

    Config mgmt - Ansible, Chef, Puppet, Salt Stack (10+ yrs)

    Serverless - APi Gateway, Lambda, DynamoDb (10+ yrs)

    Linux - AMI baking, Shell scripts (10+ yrs)

  • ML & Data

    Machine learning - Amazon Machine Learning, SageMaker (1 yr)

    Processing - EMR, Pyspark, AWS Glue, Hadoop (3 yrs)

    Analysis - Athena, BigQuery (2 yrs)

    Collection/Storage - Kinesis, SQS, DynamoDb (3 yrs)

  • Networking & Security

    Logging And Monitoring - ELK, Splunk, CloudWatch (10+ yrs)

    Infrastructure Security - IAM, WAF, GDPR (10+ yrs)

    Network Design - VPC, NACL, Route 53 (10+ yrs)

  • Programming

    Automation - Lambda, Python, nodejs (10+ yrs)

    Shell Scripting - Perl, Bash, Ruby (10+ yrs)

    AWS SDK - boto3, Ruby, aws-sdk-javascript (10+ yrs)

    Web - HTML, CSS, Javascript, PHP, RoR (10+ yrs)

    Java & Scala

  • Mobile & Video Game Development

    Unity - UI 2D game development (3 yrs)

    Ci/CD - GameCI and fastlane (1 yr)

    C# scripting (3 yrs)

    Mobile - iOS and Android deployments (1 yr)

Education

Education

  • Cyber Security, MSc, The Open University

    Jan, 2025 - Dec, 2031

  • Artificial Intelligence, MSc, University of Hertfordshire

    Jan, 2025 - Dec, 2027

  • Indie Game Development, MA, Falmouth University

    Jan, 2025 - Dec, 2027

  • Technology Management, MBA, The Open University

    Jan, 2020 - Dec, 2024

  • Physical Science, BSc, The Open University

    Jan, 2006 - Dec, 2011

  • Mathematics and Computing, Certificate, The Open University

    Jan, 2006 - Dec, 2008

  • Sound Engineering and Music Technology, HND, Confetti Studios, Nottingham

    Jan, 2000 - Dec, 2003

  • Physics, A-level, Amersham and Wycombe College

    Jan, 1998 - Dec, 1999

  • Mathematics and English, A-levels / GCSEs, Ashlyns Secondary School

    Jan, 1993 - Dec, 1998

  • Piano and Theory, ABRSM Grade 8 & Grade 5, Private Tuition

    Jan, 2000 - Dec, 2004

Certificates

Certificates

  • AWS Certified Solutions Architect - Professional, Amazon Web Services (AWS)

    Issued on: Jan 01, 2017

  • AWS Certified DevOps Engineer - Professional, Amazon Web Services (AWS)

    Issued on: Jan 01, 2017

  • AWS Certified Solutions Architect – Associate, Amazon Web Services (AWS)

    Issued on: Jan 01, 2017

  • AWS Certified SysOps Administrator – Associate, Amazon Web Services (AWS)

    Issued on: Jan 01, 2017

  • AWS Certified Developer – Associate, Amazon Web Services (AWS)

    Issued on: Jan 01, 2017

  • SAFe 4 Practitioner, Scaled Agile

    Issued on: Jan 01, 2018

  • ITILv3 Foundation, AXELOS

    Issued on: Jan 01, 2010

  • Cisco Certified Network Associate (CCNA 640-801), Cisco

    Issued on: Jan 01, 2006

  • AWS SaaS Factory Architecture Track: SaaS Migration Strategies, Amazon Web Services (AWS)

    Issued on: Jan 01, 2020

  • End-to-End Machine Learning with TensorFlow on GCP, Coursera

    Issued on: Jan 01, 2019

  • Exploring and Preparing your Data with BigQuery, Coursera

    Issued on: Jan 01, 2019

  • Google Cloud Platform Big Data and Machine Learning Fundamentals, Coursera

    Issued on: Jan 01, 2019

  • How Google does Machine Learning, Coursera

    Issued on: Jan 01, 2019

  • Artificial Intelligence Foundations: Neural Networks, Lynda.com

    Issued on: Jan 01, 2018

  • Google Cloud Platform Fundamentals for AWS Professionals, Coursera

    Issued on: Jan 01, 2019

  • Getting Started with Google Kubernetes Engine, Coursera

    Issued on: Jan 01, 2019

  • Symfony 4 Level 1, SymfonyCasts

    Issued on: Jan 01, 2019

Volunteer Work

Volunteer Work

  • Volunteer Technical Consultant, US Digital Response

    Mar, 2024 - Aug, 2025

    Assisting government agencies in leveraging technology. Currently working with the Arizona Coconino Electoral Office.

    • Conducted workshops and technical training sessions on Generative AI tailored to electoral needs.

    • Identified key areas where AI solutions could enhance office efficiency.

    • Developed and implemented custom AI solutions.

    • Created comprehensive guides to ensure successful long-term adoption of AI technologies.

  • Volunteer Developer, TechToTheRescue

    Feb, 2024 - Aug, 2024

    Collaborating with a charitable organisation to support nonprofits. Assisting a Nigerian youth-led social enterprise.

    • Designed and developed a 2D card game for Android using Unity and C#.

    • Led the project from concept to deployment, coordinating with international stakeholders.

    • Conducted thorough testing and optimization for performance and stability on Android devices.

    • Provided comprehensive documentation and training.

Interests

Interests

  • Music

    Spanish/classical guitarJazz and blues piano
  • Creative

    Graphic design and illustrationCooking
  • Gaming

    Video gamesBackgammon
  • Lifestyle

    PropertyTraveling