Dr. Anna Konovalenko

Dr. Anna Konovalenko

AI Postdoctoral Research Associate

I am a Postdoctoral Research Associate developing agentic AI and LLM workflows to automate process digitization. Prior to this, I pursued my PhD (under Prof. Lars Magnus Hvattum’s supervision) focusing on advancing machine learning methods for tackling complex optimization problems. Specifically, I applied supervised and reinforcement learning to extract problem-specific knowledge and improve metaheuristics. Nowadays, my research focuses on the application of autonomous agents to optimize decision-making in complex engineering systems.

Interests
  • Machine Learning for Discrete Optimization
  • Reinforcement Learning
  • Metaheuristics
  • Large Language Models
Education
  • PhD in Logistics

    Molde University College

  • MSc in Logistics Analytics

    Molde University College

  • MSc in Applied Mathematics

    Taras Shevchenko National University of Kyiv

  • BSc in Computer Science

    Taras Shevchenko National University of Kyiv