András Varró

About András Varró

Solution Architect and AI innovation leader with 20+ years experience transforming industrial automation through cutting-edge artificial intelligence. Currently architecting enterprise AI solutions at Siemens, specializing in Large Language Models, agent systems, and knowledge representation.What I Do:I bridge the gap between theoretical AI capabilities and practical industrial applications, turning complex engineering challenges into intelligent, scalable solutions. My work spans customer discovery and process analysis to system architecture, patent-worthy innovations, and production deployment.Recent Impact:• Solution Architecture (2026-): Leading customer engagement, conducting process discovery interviews, and analyzing transcripts with AI to build knowledge bases. Designing AI-assisted tools that transform workflows, resulting in multiple patent disclosures for novel knowledge representation.• Industrial Copilot (20••••25): Pioneered agent architectures for tool orchestration (pre-dating Model Context Protocol), researched knowledge graph solutions for large-scale engineering contexts, and facilitated weekly research communities advancing industrial AI.• AI Research: Deep hands-on experience across the AI stack: prompt engineering, RAG systems, agent architectures, knowledge graphs, and embedded AI. Proven track record delivering production-grade AI components.Technical Expertise:AI/ML: LLMs, Prompt Engineering, RAG, Agent Architectures, Knowledge Graphs (Neo4j, RDF), Semantic Kernel, MCP, Embedded AICloud: Azure, Docker, Kubernetes, Cloud-native, CI/CDDevelopment: C#/.NET, Python, REST APIs, OPC UA, IEC 61131-3Data: Graph Databases, KRR, Semantic Technologies, Process MiningLeadership & Innovation:• Active patent contributor with multiple invention disclosures• Internal AI adoption advocate: demonstrating capabilities, explaining limitations, and driving organizational AI literacy• Facilitator of internal AI research communities• Cross-functional collaboration expert bridging technical and business teams• Proven people manager and mentor (led teams up to 23 members)What Drives Me:I\'m passionate about making AI work in real-world industrial environments, not just in demos. Every day, I tackle challenges of context representation, retrieval optimization, and practical AI integration that differentiate prototypes from production systems.Fluent in English, German, and Hungarian. Based in Princeton, NJ.

Experience

1. Solutions Architect

   Siemens

   Jan 2026 — Present

   Architecting AI-driven solutions for industrial automation through customer-centric discovery and innovation.Key Achievements:• Customer Discovery & Process Intelligence: Lead customer engagement initiatives, conducting structured interviews with internal Siemens customers to map complex industrial processes. Analyze interview transcripts using LLM-powered tools to extract insights, identify automation opportunities, and build comprehensive process knowledge bases.• AI Solution Design: Design and develop AI-assisted tools tailored to specific process steps, transforming manual workflows into intelligent, automated systems. Focus on practical applications that deliver measurable efficiency gains.• Innovation & IP Development: Generated multiple patent disclosures addressing critical challenges in knowledge representation and retrieval for industrial AI systems. Innovations focus on making engineering knowledge accessible and actionable for AI agents.• Knowledge Architecture: Pioneered approaches to represent complex industrial processes in retrievable formats, solving the \"last-mile\" problem of connecting AI capabilities to real-world engineering data.Technologies: LLMs, Knowledge Graphs, Process Mining, Interview Analysis, Solution Architecture, Patent Development, RAG Systems, Azure

Education

• Budapest University of Technology and Economics

  Master’s Degree, Electrical Engineering and Information Technology

  1999 — 2004

• Nyugat-Magyarországi Egyetem

  Postgraduate degree, Economics

  2010 — 2012

Skills

• Vba
• Tfs
• Testing
• Electrical Engineering
• Unified Modeling Language (Uml)
• Budgeting
• Sql
• Sixsigma
• Agile Methodologies
• Subversion
• Mysql
• Software Design
• Blanchard’s Situational Leadership Ii
• Java
• Design Patterns
• Winapi
• Project Management
• Software Project Management
• People Management
• Pink's Drive Methodology
• Html5 with Css3 and Javascript
• Disc and Business Motivators
• Unit Testing
• Software Engineering
• Iso 9001
• Lean Management
• Software Metrics
• Xml
• Team Foundation Server (Tfs)
• Interpersonal Communication
• Uml
• Cmmi
• Clearcase
• Agile Project Management
• Software Development
• Scrum
• Team Motivation
• Interviewing & Assessing People
• Microsoft Office Suite
• Iso 13485