Oliver Kwun-Morfitt

I'm a student at UofT studying Computer Science and Statistics.

I like building scalable systems for inference. I'm currently interested in building distributed systems for large language models and RL agents.

Rock climber who grade chases on the moonboard πŸŒ™ (sent 3 V8s so far) in my free time. Currently climbing around V8 level. Goal of climbing V10 before I graduate.

video of me climbing πŸ§—

email me: oliverkwunmorfitt[at]gmail[dot]com

Check out parsec

Experience

Infrastructure Developer

University of Toronto Machine Intelligence Student Team

Building CLI tools allowing remote access to compute.

Link β€” go, docker
sep 2025 β€” presentUniversity of Toronto Machine Intelligence Student Team

Full-Stack Developer

University of Toronto Climbing Club

Building scalable full-stack web application for the club's community.

Link β€” next.js, react, tailwindcss
may 2025 β€” presentUniversity of Toronto Climbing Club

Technical Writer β€” Applied ML

University of Toronto Machine Intelligence Student Team

Exploring predictive modeling techniques in trading applications. Published to deMistify.

Link β€” python, pytorch, scikit-learn
sep 2024 β€” may 2025University of Toronto Machine Intelligence Student Team

Projects

An open-source notetaking application that uses LLMs to reduce organizational overhead. Features include automated note connections, topic clustering, and intelligent content parsingβ€”all while maintaining a minimalist interface where AI augments the experience in the background.

Link β€” svelte, typescript, rust, tauri
2026

Quill is a SQL query optimizer that leverages ReST^EM to deliver frontier model performance on query optimization tasks. By integrating LLMs into the optimization with QWEN-7B, Quill achieves significant latency reductions while maintaining accuracy.

Link β€” python, sqllite, openai
2025

Parsec is a Python SDK that ensures LLM outputs conform to specified structures using Pydantic models. It simplifies prompt engineering by generating structured prompts and validating responses, enhancing reliability in applications like chatbots and data extraction.

Link β€” python, pydantic
2025

Minimal double-entry ledger API in Go with balance invariants and a pluggable store. The current build ships an in-memory store and REST endpoints for accounts, balances, journals, and entries.

Link β€” go, gorilla/mux, uuid, docker, REST
2025

Next project ideas include: building out parsec

Currently projecting climbs on moonboard, doing school, and leetcoding.