I study artificial intelligence and I've worked in real estate since I was eighteen. For a while those were just two separate things. Lately, they've started to become one.
My current research sits at the intersection of machine learning and real estate: an area I find particularly compelling because it combines rigorous quantitative methods with a domain I understand from the inside out.
Real estate data is messy, spatially dependent, and deeply shaped by human behaviour. That makes it an interesting problem. I'm working with a supervisor on a specific direction I'm not ready to detail publicly yet but the short version is: there's a lot the market hasn't priced in that a well-trained model can see.
This research is the project I'm most excited about right now.
Most people my age were figuring out university. I was already working the public-facing side of real estate with a RECO license. That experience — reading markets, understanding clients, sitting across from people making the biggest financial decisions of their lives — informs the way I think about the research I'm doing now.
The data is only interesting if you understand what it's measuring.
Work closely with high-net-worth clients across Oakville and Muskoka, advising on residential and luxury property acquisitions. Provide end-to-end guidance through complex transactions, from valuation and pricing strategy to negotiation and closing, with deals frequently exceeding seven figures.
Lead strategy and operations for a real estate-focused venture, overseeing acquisitions, financial planning, and project execution. Manage budgets and performance metrics while building long-term relationships with investors and partners to drive sustainable growth.
Focused on machine learning methods and their application to real-world domains. Active research with academic supervision.
Coach youth athletes with a focus on development, adaptability, and team culture, tailoring communication and training to different personalities and learning styles.
Led team practices and coordinated with parents and staff from diverse backgrounds, emphasizing structure, communication, and player development.
Licensed to practice public-facing real estate in Ontario since turning eighteen. A grounding in markets, negotiation, and the human side of property.
Competed as catcher through high school, a role built on reading situations, managing tempo, and keeping a quiet eye on everything.
Excellence is never an accident. It is the result of high intention, sincere effort, and intelligent execution.— Aristotle