Saman Cyrus

About Saman Cyrus

As a Machine learning and controls researcher at the Eaton Research Labs (ERL), I apply my expertise in AI/ML, optimization, and controls to develop innovative solutions for power electronics.I have a strong academic background in Electrical and Computer Engineering, Computer Sciences, and Mechanical Engineering, with a PhD from the University of Wisconsin-Madison. I have also completed multiple certifications in MATLAB, Mathematica, and Ubuntu Desktop Linux. I have a passion for learning new technologies and applying them to real-world problems. My goal is to contribute to the advancement of AI/ML and optimization for the benefit of society and the environment.Interested in:• Artificial intelligence.• Agentic AI.• Multi-agent workflows.• Machine learning.• Neural Networks • Deep Learning • Predictive Models• Statistical Models• Natural Language Processing• Data Analytics• Applied Mathematics• Operations Research/Optimization• Modern Programming Languages

Experience

1. Machine Learning and Control Algorithms Researcher (Eaton Research Labs)

   伊顿

   Jan 2025 — Present · Menomonee Falls, WI, US

   Led the development of advanced machine learning solutions, with a focus on large language models (LLMs), AI agents, and agentic AI systems to enhance engineering workflows and product design.• Designed and deployed a Retrieval-Augmented Generation (RAG) system using LlamaIndex and ChromaDB, enabling efficient contextual retrieval and dynamic response generation for internal knowledge applications.• Architected a local agentic AI framework for product design using LlamaIndex and Ollama, enabling autonomous task execution and decision-making within constrained environments.• Delivered parallel implementations of the agentic framework using LangChain, LangGraph, and LangSmith, showcasing adaptability across multiple open-source ecosystems and improving modularity and traceability in AI workflows.

Education

• University of Wisconsin-Madison

  Master of science, Computer sciences

• University of Wisconsin-Madison

  Doctor of Philosophy (PhD), Electrical and Computer Engineering

• K. N. Toosi University of Technology

  Master of Science (M.Sc.), Electrical Engineering- Controls

• Iran University of Science and Technology

  Bachelor of Science - BS, Electrical engineering, controls

• University of Wisconsin-Madison

  Master's degree, Electrical engineering (Power systems)

• University of Wisconsin-Madison

  Master's degree, Mechanical Engineering