Professional Experience
Research and Product Experience
Research Intern, Full-Stack Agentic AI
AI4Alpha / UCoWorker · Oct 2025 – Present
Our team builds long-context AI work platforms for knowledge work. My contribution focuses on product workflow design, agent behavior, task state, and implementation across product surfaces.
Research Intern, Full-Stack ML / RL
Financial Decision Systems Team · Feb 2026 – Present
Our team works on applied learning systems for financial decision workflows. My contribution focuses on connecting historical interaction data with model evaluation, experiment analysis, deployment support, and reliability checks.
PhD Researcher
McGill University · Aug 2020 – Present
My research focuses on spatial-temporal representation learning, graph learning, and applied machine learning for forecasting, energy systems, and control.
Research Intern
Hydro-Quebec Collaboration · Sep 2021 – Jan 2026
Team research on spatial-temporal forecasting, graph and transformer modeling, safe multi-agent learning, and energy-system applications.
Academic Service
I serve as a reviewer for several prestigious journals and conferences in artificial intelligence, machine learning, and related fields:
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Artificial Intelligence
- IEEE Transactions on Intelligent Transportation Systems
- Information Sciences
- Information Processing and Management
I also provide review services for various top-tier conferences in machine learning, artificial intelligence, and computer science.
Teaching
Teaching Assistant
Course: COMP 551: Applied Machine Learning
Institution: McGill University, School of Computer Science
Duration: Dec 2022 – Jul 2025
Teaching Assistant
Course: COMP 273: Introduction to Computer Systems
Institution: McGill University, School of Computer Science
Duration: Winter 2023