Zhi Cheng Ma

About

I build small multi-agent pipelines for research and forecasting work, drawing on a background adjacent to Montreal's AI research community. A typical setup has one agent pulling data, one modeling it, and one writing a plain summary for people who do not want to open a notebook. Clients are mostly video game studios and a couple of aerospace suppliers needing demand or resource forecasts. Tools are OpenAI, Python, and whatever data warehouse the client already has. I explain results in English or 中文, whichever is easier for the room.