Matt Kwiatkowski

Hey, I'm Matt

Matt Kwiatkowski
At the Top of Half Dome, Yosemite National Park
I'm a software developer and BCSc Honours graduate based in Canada, passionate about software architecture and AI.
I've honed my skills with 2.5 years of technical experience in the agri-tech and energy sectors, and running the University of Manitoba AI Club.
I'm also the driving force behind ContextCrunch, an AI-driven startup concept.
If I'm not coding, you can find me backpacking or skiing, depending on the season.

Portfolio

ContextCrunch

Matt Kwiatkowski
ContextCrunch is an AI startup concept that aims to reduce token usage and increase the relevancy of prompts fed into Large Language Models. It operates using a custom LLM deployed on a hybrid serverless architecture. The API is built using FastAPI, the proxy backend and frontend in NextJS, and deployed on Vercel. Using ContextCrunch, prompts can be compressed as much as 90%-95% while still retaining the necessary information to generate a response.

DeployDuo

Matt Kwiatkowski
An AI-based application that combines multiple LLM Agents to create a webapp with minimal user input. Agents act in different capacities, such as project manager, developer, and tester, and communicate to accomplish the user's central goal. This is a work-in-progress project.

Traffic Accident Data Explorer

Matt Kwiatkowski
Using multilevel multidimensional quantitative association rule mining, we analyzed a public dataset of UK traffic accidents, and generated over 27,000 association rules. The rule generation was done using python, and the subsequent data explorer is built in Angular. The associated paper was published and awarded Best Paper in the 2022 IEEE International Conference on Information Reuse and Integration for Data Science (IRI 2022).

Poker Timer

Matt Kwiatkowski
A customizable poker blind timer built using angular. Used regularly during poker nights with friends.

Previous Project Site

Matt Kwiatkowski
Built as an experiment to explore the possibilities of ThreeJS, this previous version of my portfolio site is a 3D environment that can be explored using a first person camera.