ENTERPRISE ARCHITECTURE · CLOUD · DATA · AI

Designing enterprise platforms that turn technology into business outcomes.

I’m Sudip Mitra, an enterprise architecture and technology leader with 20+ years of experience shaping cloud platforms, governed data ecosystems, AI/ML and GenAI solutions, integration architecture and large-scale modernization across complex enterprises.

East Brunswick, New JerseyAzure · AWS · Snowflake · GenAI · Agentic AI

EXECUTIVE PROFILE

Strategy to architecture.
Architecture to execution.

I translate business priorities into target-state architecture, reusable platform capabilities and pragmatic implementation roadmaps.

My work spans Enterprise, Solution and Platform Architecture across Azure, AWS, enterprise data, integration, AI/ML, Generative AI and Agentic AI. I partner with engineering teams through delivery, production readiness, governance, security, resiliency and cost optimization.

Alongside technical depth, I bring cross-functional leadership, executive stakeholder engagement, portfolio governance, vendor strategy and experience leading distributed teams of 50+ across technology programs of approximately $5M.

ARCHITECTURE CAPABILITIES

Three connected enterprise disciplines

Cloud provides the platform. Data provides governed context. AI turns that context into intelligent experiences and controlled action.

01CLOUD

Cloud Architecture & Engineering

Enterprise foundations and cloud-native platforms designed for security, resilience, automation and cost efficiency.

  • Azure & AWS landing-zone patterns
  • AKS / EKS, containers & serverless
  • Identity, network & security architecture
  • IaC, CI/CD, observability & FinOps
  • HA/DR and multi-region design
AzureAWSKubernetesTerraform
02DATA

Data Architecture & Implementation

Operational and analytical ecosystems that make enterprise data discoverable, governed, reusable and ready for AI.

  • Lakehouse & Medallion Architecture
  • Data Mesh & domain data products
  • Batch, streaming & event ingestion
  • Quality, lineage, metadata & governance
  • Analytics and AI-ready data layers
SnowflakeFabricADFCosmos DB
03AI

AI, GenAI & Agentic Architecture

Enterprise AI grounded in governed information and connected to approved tools with security, evaluation and human control.

  • RAG, hybrid retrieval & grounding
  • Agent routing, planning & tool calling
  • MCP and A2A interoperability
  • Durable orchestration & HITL
  • LLMOps, evaluation & observability
Azure OpenAIFoundryMCPLangGraph

SELECTED ENTERPRISE IMPACT

70%reduction in support-engineer information search time through enterprise RAG
25%cloud-spend reduction through right-sizing, capacity strategy and governance
18%reduction in unplanned cloud spend using AI-enabled FinOps anomaly detection
40%improvement in data-processing efficiency through modernized data pipelines

SELECTED TRANSFORMATIONS

Architecture in action

Selected programs illustrating how architecture decisions were translated into secure, scalable enterprise capabilities and measurable outcomes.

02

DATA PLATFORM

Enterprise Data Platform Modernization

Modernized enterprise data architecture using Snowflake, ADF/Fabric and governed data products, applying Data Mesh and Medallion patterns across operational and analytical workloads.

SnowflakeADFFabricData Mesh
03

INTEGRATION

Six-DMS Enterprise Integration Platform

Architected standardized integrations across six major Dealer Management Systems using reusable APIs, secure exchange patterns and governed Bronze/Silver/Gold data layers.

APIMCosmos DBSnowflakeEvent-driven
04

LEGACY MODERNIZATION

AS/400 to Modern Cloud Platform

Defined a phased modernization strategy for a legacy AS/400/DB2 platform, including AI-assisted discovery, domain decomposition, API enablement, modern application architecture and database migration.

AS/400DB2MicroservicesAzure
05

CLOUD / FINOPS

Cloud Modernization & FinOps

Established reusable cloud-native architecture, governance, observability, resilience and cost controls across Azure and AWS while connecting engineering decisions to unit economics.

AzureAWSFinOpsHA/DR

TECHNOLOGY LANDSCAPE

Enterprise architecture toolkit

Organized by capability rather than a flat list of products.

Cloud & Platform

Microsoft Azure · AWS · AKS · EKS · Kubernetes · Docker · Functions · Lambda · App Service · Serverless · Backstage / IDP · Golden Paths

Data & Analytics

Snowflake · Microsoft Fabric · Azure Data Factory · Azure SQL · Cosmos DB · PostgreSQL · SQL Server · Data Lake · Data Mesh · Medallion

AI & Agentic

Azure OpenAI · Microsoft Foundry · AWS Bedrock concepts · RAG · LLMs · MCP · A2A · LangGraph · LangChain · LlamaIndex · Temporal · MLOps

Integration

Azure API Management · AWS API Gateway · REST · OpenAPI · Kafka · Service Bus · Event Grid · EventBridge · OAuth 2.0 · OIDC

Engineering & DevSecOps

Terraform · Bicep · Azure DevOps · GitHub Actions · CI/CD · GitOps · Infrastructure as Code · policy-as-code · automated testing

Observability & FinOps

Application Insights · Azure Monitor · CloudWatch · OpenTelemetry · Prometheus · Grafana · Langfuse · LangSmith · cost allocation · unit economics

LEADERSHIP EXPERIENCE

From engineering foundations to enterprise architecture

Senior Staff Engineer / Enterprise Technology & Transformation Leader

Volvo Cars USA

Lead architecture and modernization across cloud, data, APIs, AI and retailer technology, coordinating business, product, engineering, architecture, data, security and external partners.

Cloud Solution Architect

Accenture

Translated enterprise requirements into cloud and automation architecture, modernization roadmaps, reusable frameworks and delivery strategies.

Manager — Projects

Cognizant Technology Solutions

Led cross-functional technology programs, delivery governance and BPM/Automation Centers of Excellence.

Engineering Foundations

Wipro · TCG Digital / Skytech Solutions

Enterprise software engineering foundation that evolved into solution, cloud and enterprise architecture leadership.

CREDENTIALS

Architecture, cloud, delivery & FinOps

TOGAFPMPAWS Solutions Architect — ProfessionalAWS Solutions Architect — AssociateAzure FundamentalsAzure Administrator (AZ-104)FinOps Certified PractitionerFinOps Certified EngineerCertified ScrumMasterTeam Kanban Practitioner
EDUCATIONB.E., Electronics & Instrumentation EngineeringSambalpur University
AI / MLPost Graduate Program — AI & ML: Business ApplicationsThe University of Texas at Austin
GENERATIVE AIGenerative AI for Natural Language ProcessingGreat Learning

CONNECT

Architecture that moves from strategy to production.

sudip.mitra82@gmail.comLinkedIn ↗