Nikita Golovko

Nikita Golovko

Siemens, AI Portfolio Architect

Erlangen, Germany

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Dr. Nikita Golovko is a seasoned Solution Architect with over 16 years of experience in designing scalable, secure, and cost-effective software architectures for industrial and business-critical systems. With a strong academic background and research in machine learning, he bridges the gap between advanced AI technologies and real-world applications on the shop floor. Nikita has led full project lifecycles—from requirements and architecture design to deployment—ensuring compliance with security and industry standards. He is known for translating business needs into robust architectures and aligning cross-functional teams. Passionate about innovation and sustainability, he focuses on applying AI, IoT, and edge computing to drive continuous improvement in industrial environments.

Area of Expertise

  • Information & Communications Technology
  • Manufacturing & Industrial Materials

Topics

  • Software Architecture
  • Software Development
  • Software Design
  • Domain Driven Design
  • Technical debt and code quality
  • Aritificial Intelligence
  • Software Practices
  • Software Architecture: Domain-Driven Design
  • Software Engineering
  • Software Craftsmanship
  • Machine Learning and Artificial Intelligence
  • Industrial AI
  • Industrial IoT
  • Generative AI
  • Large Language Models (LLMs)
  • MLOps & AI Infrastructure
  • AI & ML Architecture
  • Solution Architecture
  • Enterprise Architecture
  • Microservice Architecture
  • Agile software development
  • Distributed Architecture
  • Embedded systems
  • DDD
  • Architecture
  • Data Architecture
  • Event Driven Architecture
  • Clean Architecture
  • Agile Architecture
  • Team Communication
  • Tech Debt Strategies
  • Technical debt and rework
  • Business Process Automation
  • IoT
  • Iot Edge
  • Internet of Things (IoT)
  • Artificial Intelligence & Machine Learning
  • Sociotechnical Systems
  • Team Topologies
  • SCADA
  • HMI
  • Scalable System Design
  • Scalable Software Architectures
  • OT Cybersecurity
  • AI and Cybersecurity
  • Industrial Cybersecurity
  • Artificial Intelligence and Machine Learning for Cybersecurity

Nikita Golovko

Siemens, AI Portfolio Architect

Erlangen, Germany

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