Aarya Prakash

Computer Science Graduate, University of Toronto

Toronto, Canada

Recent Computer Science graduate from the University of Toronto and co-founder of MedPort. I build ML systems, distributed infrastructure, and voice AI — and write about small models, agents, and systems engineering.

Resume

Current

Building MedPort, studying distributed systems while planning for grad school, and shipping side projects.

Co-founder @ MedPort

Past

Vice-Chair of Technology @ GenAIGenesis

Software Engineer Intern @ Wealthsimple

Software Development Engineer Intern @ AWS

Software Engineer Intern @ Scotiabank

Research Assistant @ Dunlap Institute of Astronomy

Teaching Assistant @ UTSC (CSCD01, CSCA08)

Featured Projects

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Street Fighter AI

Reinforcement learning model that learns to play Street Fighter on Game Boy Color.

Python Reinforcement Learning

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GroveReservations

Reservation management system built in Go (in progress).

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AOC 2025

Advent of Code 2025 solutions.

C++

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Latest Posts

Jun 15, 2026 6 min read

Field Notes: building a small-model estimator that tells the truth

How Quillwright turns a photo and a voice note into a tradesperson's estimate, using a handful of small models, running on your own machine, with no number ever invented by an LLM.

small-models agents evals fine-tuning