Developer (AI/ML)
Leading AI at RedBit. Training CV models for Canada's largest food rescue charity and building an LLM-powered 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 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 student supervised by Prof. Xiaodan Zhu at Queen's University Ingenuity Lab.
Working with JP Morgan AI Research on financial applications of LLMs. Recently published paper at FinNLP and preparing another for EMNLP.
Especially interested in feature steering and applications of search (MCTS) for training (synthetic data generation) and inference.
Previously, worked with Prof. Christian Muise on macq, a python library for planning action model acquisition and published a paper on it at ICAPS 2022.
Hobbyist
I daily drive NixOS and spend a lot of time making myself custom tools.
Some worth checking out:
- nvim llm chat
- ipython repl remote execution server + nvim integration
- tmux session manager
- nvim config (60 stars!)
- get repo context for llms
My computer is an extension of myself.