Hey there, I'M...

Yan (Claude) Zhang, P.Eng.

Senior Software Engineer, ML Engineer, Electrical Engineer

Welcome to my portfolio website! I am a software engineer, ML engineer and electrical engineer, specializing in the dynamic realm of power systems. With a strong commitment to driving positive change, I harness my dual expertise to contribute meaningfully towards achieving a sustainable and energy-efficient future.

Let's connect!

Years in Power Systems

Publications

DOE Prize Won

$50k

Awards

the U.S. Department of Energy (DOE), 3D Solar Visibility Prize

The winner of the American-Made Data-Driven Distributed (3D) Solar Visibility Prize

Projects

Multi-Agent Cooperative Driving in HighwayEnv

Course Project - Multi-RL Agent Cooperative Driving in HighwayEnv

Wildfire Image Segmentation

Course Project - The segmentation of burned and unburned areas within satellite images

GridOS DERMS

GridOS® Distributed Energy Resource Management

Blogs

ML: Hand Calculation of Forward Pass and Backpropagation in Feedforward Neural Networks

Hand Calculation of Backpropagation of a simple FNN

Foundations of DA & ML - Lec 1.1 KNN

Introduction of ML

Foundations of DA & ML - Lec 1.0 Intro

Introduction of ML

Publications

Three-Phase Distribution Locational Marginal Pricing for Competitive Electricity Markets with Distributed Generators and Flexible Loads

2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control

ArXiv preprint