Developer
Lead AI developer at RedBit.
Training CV models for Canada's largest food rescue charity & building an agential project management platform for the construction industry.
Previously:
- Built a timeseries forecasting platform and data analysis tool, relied on for financial forecasts of >$30B in transactional volume
- Saved a multi-national media conglomerate millions of dollars in recurring costs by optimizing data pipelines
- Wrote macq, a foundational open-source library for automated planning research
- Taught intro to programming (APSC 143) @ Queen's University (fall 2024)
Researcher
Graduate researcher at Queen's University Ingenuity Lab (supervisor: Prof. Xiaodan Zhu).
Collaborating with JP Morgan AI Research on financial applications of LLMs. Recently published papers at FinNLP and EMNLP.
Interested in continuous learning, test-time compute, and advanced sampling strategies.
Previously, worked with Prof. Christian Muise on macq, a python library for planning action model acquisition, and published at ICAPS.
Hobbyist
I daily drive NixOS and spend a lot of time making myself custom tools.
Some scripts and things worth checking out (lots more in my dotfiles):
- llm chat in nvim
- ipython repl remote execution server
+ nvim integration - tmux session manager
- nvim config (60 stars!)
- script to get repo context for llms
- ...
My computer is an extension of myself.