Manager & Global Lead, Data & AI Solution Architecture
Prashant Mishra, PhD
Solution architecture leader with 8+ years shaping enterprise-scale cloud, data, AI, GenAI, and multi-agent systems across regulated and data-intensive environments.
Map workflows, decision points, risks, stakeholders, and measurable outcomes.
Architecture
Design orchestration, tools, retrieval, approvals, evaluation, and observability.
Execution
Ship products with resilient UX, production guardrails, and delivery accountability.
Scale
Instrument adoption, quality, cost, and continuous improvement loops.
Capabilities
Enterprise data and AI operating toolkit.
The capabilities I use most often to move organizations from ambition to production-grade agentic systems.
Data/AI and multi-agent system architecture
LangChain, LangGraph, Semantic Kernel, Google ADK, Microsoft Agent Framework, and ClaudeCode Agent SDK
ReAct agents, HITL agents, multi-agent orchestration, A2A, MCP, and AgentOps
Scalable chunking, embedding, retrieval, evaluation, and validation strategies
Cloud architecture across major enterprise platforms
Databricks, Unity Catalog, Delta Lake, MLflow
FastAPI, Docker, API-led integration, and containerized deployment architecture
AI governance, observability, and human-in-the-loop controls
Stakeholder management and executive advisory
Leadership, mentorship, and reusable accelerator development
Featured work
Agentic AI platforms by domain and workflow.
A portfolio of orchestrator-led platforms across market intelligence, quoting, supply chain, property operations, regulatory reporting, sales intelligence, and support resolution. Each platform is packaged as a containerized application that can run on cloud-native container services or locally.
20
agentic platform case studies with detailed problem, solution, architecture, and impact context
14
enterprise domains covered across commercial, operational, and regulatory workflows
Cloud or local
containerized application deployment options across managed cloud container services and local runtimes
Construction OperationsIT Service ManagementSupply Chain AIRegulatory AIEngineering IntelligenceData Engineering AISupport OperationsProperty OperationsKnowledge IntelligenceSales IntelligenceCommercial QuotingMarket IntelligenceDocument IntelligenceConsumer AI
Experience
Enterprise AI solution architecture leader with hands-on agentic platform depth.
I shape enterprise-scale cloud, data, AI, and GenAI architectures across complex, regulated, and data-intensive environments. My work connects executive advisory, hands-on architecture, production deployment, governance, and capability building so customers can move from AI ambition to reliable operating platforms.
Sep 2022 - Present
Manager & Global Lead, Data & AI Solutions Architecture
Rackspace Technology, Netherlands
Led 80+ enterprise AI, data, and GenAI transformation engagements and owned architecture strategy across 100+ implementations on major cloud, data, and AI platforms. Built reusable reference architectures, governance controls, delivery patterns, and production-ready designs for regulated and data-intensive customers.
Nov 2019 - Sep 2022
Fullstack Data Scientist
DSM NV, Netherlands
Delivered a manufacturing intelligence platform integrating legacy systems, MES, historian, quality, and operational data. Rolled out governed workflow orchestration and guided production intelligence across 20 production sites.
Aug 2018 - Oct 2019
Lead Data Scientist & ML Engineer
Altum AI, Netherlands
Architected and launched an automated valuation model platform for the Dutch housing market, leading a cross-functional squad across data science, UX, and business analysis. Built production prediction services with resilient APIs, search, async processing, containers, and CI/CD.
Credentials
AWS Certified Generative AI Developer - Professional - Early Adopter
Microsoft Certified: Agentic AI Business Solution Architect (Beta)
Microsoft Certified: AI Transformation Leader
Microsoft Certified: Azure AI Engineer Associate
Professional Machine Learning Engineer - Google
Professional Cloud Architect - Google
Palantir: Foundry Aware Certification
Palantir: Data Engineering Certification
Speaking
AI Innovation Center Eindhoven
AI Summit Brainport Generative AI Panel
Google Cloud & CNTXT Roundtable, Riyadh
Microsoft Envision London
CIO EU Summit Data Governance Panel
Education
PhD, Physics - Syracuse University
BS-MS, Physics - IISER Mohali
Collaborate
Talk about AI platforms, product strategy, or agentic execution.
Share the workflow, operating model, or platform challenge you are thinking through. I will respond with practical next steps.