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.

Discovery

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.