Cloud & AI practice leadership, architecture and business-value delivery

Practice Lead.
Solutions Architect.
Engineering Leader.

I help organisations convert complex business problems into practical, scalable and well-governed digital platforms. My experience combines enterprise solution architecture, cloud platforms (AWS, Azure, GCP), SAP BTP advisory, applied AI, integration, engineering leadership and hands-on delivery direction.

This portfolio is structured for senior stakeholders, hiring managers and consulting leaders. It highlights the business problem, my contribution, solution focus, leadership approach and business value created for each engagement.

12Representative enterprise projects across cloud, AI, SAP, commerce and integration
7Direct reports supported through delivery, growth and capability uplift
15+Practice members influenced through standards, mentoring and reusable ways of working
Cloud + AIAWS, Azure, GCP, generative AI, SAP BTP, SAP Commerce, DevOps and integration architecture

Value proposition

How I create value

My strongest contribution is connecting business context, architecture decisions and engineering execution so teams can move from ambiguity to well-structured delivery outcomes.

Lead through ambiguity

Guide stakeholders, direct reports and delivery teams through unclear requirements, complex dependencies and competing priorities.

Shape practical solution direction

Translate business and operational problems into solution options, architecture decisions, MVP scope and delivery slices teams can execute.

Build delivery confidence

Align business, architecture, integration, cloud, security and testing decisions to reduce rework and keep delivery focused on measurable outcomes.

Make AI practical

Ship applied AI rather than slideware — generative AI embedded in enterprise workflows, AI-assisted engineering standards, and live enablement such as demonstrating a working prototype in ~30 minutes with SAP Build Code versus a classic two-developer, ~48-hour build.

Experience

Leadership and consulting journey

A career path from hands-on full-stack engineering to team leadership, architecture advisory, practice leadership and customer-facing delivery direction.

FAIR Consulting Group

Practice Lead — Cloud & AI | People Manager | Principal Consultant | Solutions Architect · Mar 2021 - Present
  • Lead 7 direct reports across onshore and offshore teams, supporting growth, delivery performance, technical confidence and career development.
  • Influence a broader practice of 15+ members through engineering standards, architecture guidance, delivery practices, mentoring and reusable ways of working.
  • Guide solution advisory and architecture direction across customer engagements, converting business problems into target-state architectures, transition paths and delivery recommendations.
  • Champion applied AI across the practice — from a generative AI content platform on Amazon Bedrock to AI-assisted engineering productivity standards and customer AI enablement sessions.
  • Support customer advisory, discovery, estimation and proposal work by shaping solution options, architecture recommendations and business-value narratives.
  • Balance people leadership, customer expectations, commercial priorities, technical advisory and hands-on solution architecture responsibilities.

Tata Consultancy Services

Engineering Lead | Team Lead | Full Stack Developer | SAP Commerce Developer · May 2015 - Mar 2021
  • Led and contributed to large-scale digital commerce and enterprise application delivery across retail, B2B commerce, order management and store application engagements.
  • Supported developers through solution design, code reviews, integration implementation, delivery practices and production-quality engineering outcomes.
  • Established DevOps, infrastructure-as-code and cloud engineering practices across Azure, Kubernetes, Terraform and CI/CD delivery environments.

Project portfolio

Selected project experience in detail

Each project is presented in two sections: the business problem and value context on the left, and my contribution, cross-team leadership, stakeholder management, thought leadership, business architecture and outcomes on the right. Descriptions are public-safe and intentionally avoid confidential implementation details.

Zespri Supplier Portal

Solutions Architect · SAP BTP supplier collaboration platform · Jul 2025 - Jun 2026

SAP BTPCAPFioriWork ZoneIdentitySupplier Access

Business problem and value context

Supplier collaboration relied on fragmented manual interactions across planning, forecast visibility, purchase order activity and quality reporting. The business needed a secure supplier-facing platform that could improve transparency, reduce dependency on spreadsheets and provide governed external access.

Value engineering example: Rather than treating each supplier function as a disconnected app, I helped position the work as a reusable supplier collaboration platform. This enabled common access patterns, consistent supplier scoping and a foundation for future digital supplier services.

Outcome focus: Better supplier visibility, reduced operational ambiguity, clearer ownership of external access and a scalable platform foundation for future supplier engagement.

My contribution and leadership

  • Led solution architecture across business stakeholders, supplier operations, integration, data, identity, security and delivery teams.
  • Shaped the business architecture for supplier roles, app-level access, supplier-scoped data visibility and Work Zone entry points.
  • Guided functional and technical decisions across Pack Plan, Actualised Forecast, PPR, Fruit Purchase Orders and inspection reporting.
  • Provided thought leadership on SAP BTP, CAP, Fiori, Work Zone, identity federation and authorisation patterns.
  • Managed stakeholder alignment by translating complex security, API and data contract topics into practical decisions for business and delivery teams.

Zespri Business-to-Business Third-Party Logistics

Solutions Architect · Logistics integration advisory · Oct 2025 - Jun 2026

3PLIntegrationLogisticsTestingRollout Readiness

Business problem and value context

The logistics stream needed clearer solution direction across third-party logistics processes, integration behaviour, testing cycles and regional rollout readiness, including Japan rollout considerations. Technical integration issues needed to be converted into business-readable risks, decisions and prioritised actions.

Value engineering example: I helped move discussions from isolated defect handling to an end-to-end logistics readiness view, connecting integration behaviour, operational impact, testing evidence and rollout decision-making.

Outcome focus: Reduced delivery ambiguity, clearer logistics decision points, stronger rollout readiness and improved alignment between business operations and technical teams.

My contribution and leadership

  • Provided solution advisory across logistics, integration, testing, delivery and business teams.
  • Led solution playbacks that translated technical findings into business impact, risk and recommended next steps.
  • Supported stakeholder management by creating shared understanding between operations, project delivery and technical integration teams.
  • Guided testing and readiness conversations across SIT, UAT, rule review, integration behaviour and operational handover.
  • Applied business architecture thinking to clarify where logistics capabilities, data exchange and operating responsibilities intersected.

Toll Group

Solutions Architect · Hybrid cloud and platform advisory · Oct 2025 - Mar 2026

Hybrid CloudSovereign CloudPlatform GovernanceIntegrationMobility

Business problem and value context

Toll needed architecture guidance for a hybrid platform landscape spanning Sovereign Cloud and Commercial Cloud while supporting enterprise integration, mobility, shared platform capabilities and future transformation needs.

Value engineering example: I helped frame platform decisions around workload placement, tenancy governance, delivery speed, supportability and cost control rather than technology selection alone.

Outcome focus: Improved platform decision-making, reduced delivery friction and clearer confidence for future integration, mobility and shared service initiatives.

My contribution and leadership

  • Provided architecture advisory across enterprise application, integration, mobility and platform teams.
  • Guided stakeholder discussions on tenancy structure, workload placement, environment separation and platform governance.
  • Balanced immediate delivery requirements with long-term scalability, operational control and cost transparency.
  • Applied thought leadership across hybrid cloud, sovereign cloud considerations, integration patterns and mobile enablement.
  • Helped business and technical stakeholders understand trade-offs between speed, control, compliance and future extensibility.

Konica Minolta

Solutions Architect · Strategic platform advisory and customer service architecture · Sep 2025 - Oct 2025

Platform StrategyCustomer ServiceServiceNowSAPTCO

Business problem and value context

Customer service processes were spread across multiple platforms, creating manual handoffs, duplicated data, inconsistent visibility and complexity in deciding the future service architecture.

Value engineering example: I helped assess platform options through the lens of operating model impact, integration complexity, total cost of ownership and customer service value, rather than comparing tools in isolation.

Outcome focus: Clearer platform decision-making, better understanding of business impact and a more structured path towards a unified customer service operating model.

My contribution and leadership

  • Supported strategic advisory by balancing business operations, architecture, commercial and platform perspectives.
  • Analysed process fragmentation across ServiceNow, CRM, SAP S/4HANA and field service applications.
  • Used business architecture techniques to map capability gaps, process handoffs and integration considerations.
  • Managed stakeholder conversations around cost, complexity, operational ownership and long-term supportability.
  • Provided thought leadership on how platform choices affect customer experience, service efficiency and enterprise architecture.

Ausgrid

Solutions Architect · SAP BTP assessment and platform governance advisory · Jul 2025 - Aug 2025

SAP BTPGovernanceIdentityIntegrationCost Transparency

Business problem and value context

Ausgrid required a clearer governance model for secure, scalable and cost-transparent SAP BTP adoption across a complex enterprise landscape, including legacy integration considerations and modernisation planning.

Value engineering example: I helped shift the conversation from platform setup to enterprise adoption readiness, covering governance, ownership, integration migration, lifecycle management, identity and cost visibility.

Outcome focus: Stronger target-state governance direction, clearer ownership model, improved cost-control thinking and better readiness for integration modernisation.

My contribution and leadership

  • Guided architecture, integration, identity and platform teams through governance assessment activities.
  • Reviewed account governance, SAP Cloud Identity Services, lifecycle management, legacy platform considerations and development operations maturity.
  • Translated technical observations into executive-friendly recommendations, transition steps and decision areas.
  • Applied business architecture thinking to connect platform capabilities with operating model needs.
  • Provided thought leadership on secure adoption, clean governance, cost transparency and scalable platform operations.

CSR

Enterprise Solutions Architect · SAP Commerce, Azure, identity and integration · Apr 2021 - Mar 2024

SAP CommerceAzureDigital IdentityCustomer MasterSelf-Service

Business problem and value context

CSR needed enterprise solution direction across customer self-service, digital identity, customer master data, pricing, content, commerce and cloud architecture. The landscape required stronger consistency between customer experience and backend enterprise processes.

Value engineering example: I helped prioritise reusable architecture patterns for identity, pricing, customer data and commerce integration so that improvements could support multiple digital channels instead of solving one channel at a time.

Outcome focus: Improved digital self-service direction, stronger customer identity architecture, reduced operational complexity and better foundations for future customer-facing capabilities.

My contribution and leadership

  • Provided enterprise solution architecture across SAP Commerce, Azure, customer identity, customer master, pricing and ERP integration.
  • Designed Azure AD B2C login patterns across digital applications and guided teams on identity consistency.
  • Worked with business and delivery stakeholders to shape sprint work packages, solution options and implementation priorities.
  • Applied business architecture thinking to align customer onboarding, pricing visibility, self-service and enterprise data flows — including unifying the web presence across 50+ websites.
  • Provided thought leadership on modernising the customer experience while protecting long-term supportability and integration quality.

Zespri Claims Portal

CX and BTP Solutions Architect · SAP Commerce customer portal modernisation · Nov 2024 - May 2025

SAP CommerceCustomer PortalClaimsIntegrationUX

Business problem and value context

The claims process needed a more usable and scalable digital experience for customers and support teams, with clearer validation, better integration consistency and a pathway towards broader customer portal capability.

Value engineering example: I helped position claims as part of a broader customer portal architecture, not just a single workflow, so design decisions could support future customer-service capabilities.

Outcome focus: Better claims experience direction, reduced user friction, clearer integration approach and a stronger foundation for future customer portal enhancements.

My contribution and leadership

  • Led solution design for an optimised claims experience built on SAP Commerce.
  • Designed a scalable integration approach that balanced standard product capability with pragmatic customisation.
  • Introduced guided validation concepts for delivery search and claims creation to reduce user friction.
  • Proposed the shift from single-claim to multi-claim submission, improving customer and support team efficiency.
  • Managed stakeholder alignment across CX, business process, integration and delivery considerations.
  • Provided thought leadership on portal extensibility, usability, maintainability and customer-service value.

Aurizon

Solutions Architect · SAP BTP foundation advisory and enterprise transformation readiness · Jul 2025 - Aug 2025

Platform FoundationClean CoreIntegrationCloud ALMLifecycle

Business problem and value context

Aurizon needed platform foundation advisory before a broader ERP transformation, including governance, identity, integration, development operations and lifecycle management considerations.

Value engineering example: I helped connect SAP BTP foundation decisions to transformation readiness, showing how identity, integration, lifecycle management and clean core principles support delivery agility and long-term maintainability.

Outcome focus: Clearer transformation foundation, stronger platform readiness, improved architecture confidence and a more structured path for enterprise adoption.

My contribution and leadership

  • Led platform foundation advisory and guided cross-team input across identity, integration, operations and lifecycle areas.
  • Assessed governance, SAP Cloud Identity Services, SAP Integration Suite, development operations and SAP Cloud ALM readiness.
  • Converted architecture findings into current-state risks, target-state options and practical transition steps.
  • Facilitated stakeholder playback sessions to improve shared understanding and decision confidence.
  • Provided thought leadership on clean core, API-first integration, security, cost transparency and delivery agility.

Super Retail Group

Solutions Architect · SAP BTP assessment and proposal · Jun 2025 - Jul 2025

SAP BTPPlatform AssessmentFinOpsGovernanceDevelopment Standards

Business problem and value context

The customer needed guidance on scaling SAP BTP beyond immediate integration needs in a structured, cost-aware and supportable way.

Value engineering example: I helped position BTP as an enterprise platform capability rather than a project-specific integration layer, highlighting governance, FinOps, development standards and operational readiness.

Outcome focus: Clearer path to scalable BTP adoption, better cost transparency, stronger governance direction and more consistent development practices.

My contribution and leadership

  • Supported platform assessment and proposal activities by guiding stakeholders on scalable adoption beyond immediate use cases.
  • Provided advisory across governance, application development guidance, lifecycle management, financial operations and automation.
  • Helped define practical recommendations for monitoring, cost visibility, development consistency and operational readiness.
  • Applied business architecture thinking to connect platform capabilities with future enterprise initiatives.
  • Provided thought leadership on platform maturity, reusable patterns and supportable adoption.

Rawson Group

BTP Architect · Mobile application advisory and process modernisation · Aug 2024 - Oct 2024

SAP BTPMobileSAP MDKProcess ImprovementMVP

Business problem and value context

Purchase order management required a more efficient mobile experience for users working across construction environments, with the need to simplify approvals, improve visibility and support incremental delivery.

Value engineering example: I helped focus the first release on the most valuable mobile actions and approval experience, avoiding unnecessary complexity while preserving a path for future process improvements.

Outcome focus: Improved mobile process direction, better usability for field-oriented users, clearer MVP scope and stronger readiness for incremental delivery.

My contribution and leadership

  • Led solution design and delivery guidance for an SAP BTP and SAP MDK-based mobile application.
  • Worked with business stakeholders to define MVP scope and prioritise backlog items.
  • Guided soft launch planning, solution decisions and refinements based on stakeholder feedback.
  • Applied business architecture thinking to simplify the purchase order process and approval flow.
  • Provided thought leadership on mobile usability, incremental delivery and pragmatic scope control.

AI Content Generator

Engineering Manager & Principal Architect · Generative AI for enterprise commerce (FAIR product) · Jan 2024 - Mar 2024

Amazon BedrockGenerative AIAWS LambdaAPI GatewaySAP Commerce

Business problem and value context

Enterprise content teams were producing product copy, imagery, translations and SEO metadata manually — slow, inconsistent and expensive, with brand alignment depending on individual effort rather than the platform.

Value engineering example: Instead of a standalone AI tool that teams would have to adopt, I embedded generative AI directly into the existing commerce content workflow, so AI capability arrived inside the tool teams already used — with an enterprise-grade, least-privilege security model.

Outcome focus: Brand-aligned copy generation, image creation from prompts, translation and SEO keywords inside the content workflow, with enterprise security and cost controls rather than a proof-of-concept in a sandbox.

My contribution and leadership

  • Designed a secure, scalable architecture integrating generative AI into SAP Commerce content workflows on Amazon Bedrock, API Gateway, Lambda and IAM.
  • Led the AI implementation and deployment process, including performance, scalability and cost optimisation.
  • Led development and testing, resolving technical challenges across the AI integration surface.
  • Ran customer workshops on enterprise AI adoption and advised long-term AI/ML strategy and future capabilities.
  • Provided thought leadership on making generative AI production-ready: security, governance, cost and brand safety.

SAP Commerce SaaS CI/CD

Engineering Manager & Principal Architect · Multi-tenant CI/CD product on AWS (FAIR product) · Apr 2024 - Present

AWSControl TowerCodePipelineStep FunctionsMulti-Tenant SaaSDevSecOps

Business problem and value context

Native SAP Commerce Cloud CI/CD tooling limits enterprise teams: no independent deployments for backend, frontend and microservices, and limited quality gates — slowing release cycles and increasing risk.

Value engineering example: I helped productise the answer as a governed, multi-tenant SaaS offering rather than per-customer pipeline builds — security scanning, code-quality gates, automated testing and notifications baked in once, reused by every customer.

Outcome focus: Enterprise commerce customers deploy independently, faster and more safely than native tooling allows, with governance, monitoring and cost controls built into the platform.

My contribution and leadership

  • Architected secure, multi-tenant AWS environments using Control Tower, Organizations, Service Catalog and guardrails.
  • Automated CI/CD workflows with CodePipeline, CodeBuild, Step Functions and Lambda, integrated with SAP Commerce Cloud build APIs.
  • Embedded security and compliance through Security Hub, Config rules, KMS and CloudTrail, with event-driven operations on SNS and EventBridge.
  • Implemented proactive monitoring and tracing with CloudWatch and X-Ray for faster issue detection and resolution.
  • Managed and mentored the engineering team, and ran customer workshops on CI/CD and cloud adoption.

Earlier Product and Engineering Delivery

TCS · Engineering Lead, Team Lead and Full Stack Developer · May 2015 - Mar 2021

JavaReactMicroservicesDevOpsRetail PlatformsCloud

Business problem and value context

Large-scale retail and B2B platforms required reliable feature delivery, integration modernisation, cloud adoption, DevOps maturity and scalable engineering practices across complex customer environments.

Value engineering example: I focused on engineering practices that improved delivery repeatability, including reusable integration patterns, code quality, CI/CD pipelines and infrastructure automation.

Outcome focus: Stronger delivery execution, improved engineering quality and a hands-on technical foundation that supports later architecture and consulting leadership roles.

My contribution and leadership

  • Led and contributed to digital commerce, order management, B2B platform and store application delivery across major customer engagements.
  • Supported developers through solution design, code reviews, integration implementation and production-quality engineering outcomes.
  • Delivered solutions across Java, Spring, React, Python, Azure, GCP, microservices and enterprise commerce platforms.
  • Established DevOps and infrastructure-as-code practices using Azure, Kubernetes, Terraform and CI/CD environments.
  • Built practical leadership experience by connecting hands-on engineering, delivery quality and stakeholder expectations.

Note: Project descriptions are written at a professional and non-confidential level. They focus on business problems, contribution, leadership and outcomes rather than proprietary implementation details.

Skills and recruiter keywords

Relevant across consulting and product companies

A mix of leadership, architecture, cloud, applied AI, product engineering and enterprise delivery skills.

Practice LeadEngineering ManagerPeople ManagerSolutions ArchitectPrincipal ConsultantEnterprise ArchitectureBusiness ArchitectureValue EngineeringGenerative AIAmazon BedrockAI-Assisted EngineeringSAP Build CodeSAP BTPSAP CAPSAP FioriSAP Build Work ZoneSAP CommerceSAP Integration SuiteSAP Cloud Identity ServicesCustomer AdvisoryStakeholder ManagementCross-Team LeadershipThought LeadershipPre-SalesDelivery LeadershipCloud ArchitectureAWSAzureGCPJavaSpringNode.jsReactMicroservicesAPI ArchitectureIntegration ArchitectureDevOpsGitOpsKubernetesDockerTerraformCapability Uplift

Looking for a leader who can connect people, architecture and delivery?

I am open to roles where engineering leadership, solution architecture, platform thinking, applied AI and business-value delivery are equally important.