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Luka Smyth's Projects

dodona icon dodona

A framework for constructing keyboards and evaluating their performance with user interaction models.

doomqn icon doomqn

Implemented DQN with Intrinsic Curiosity Module for a VizDoom competition at nate.

medical_ai_pipeline icon medical_ai_pipeline

A LLM-powered pipeline to automate the Prior Authorization checks carried out by US healthcare insurers

nuvox icon nuvox

On-screen keyboard that allows people suffering from ALS to communicate with their eyes. Uses latest breakthroughs in language modelling (GPT-2) and a novel keyboard layout to improve typing speed and user experience.

piggy icon piggy

Using Value Iteration and Policy Iteration to discover the optimal solution for the strategic dice game PIG. Ultimately interested in whether the optimal solution can be reached through self-play alone.

sacred icon sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

swapdrop icon swapdrop

Django website built for my brother's startup - a social clothes swapping platform called Swapdrop.

training-valuenet icon training-valuenet

Tool for automatically removing mislabelled training examples from weakly-supervised datasets. Algorithm was published in International Conference on Development and Learning (ICDL) 2019.

whatsapp-clone-client icon whatsapp-clone-client

Building a WhatsApp clone with Typescript, React, Apollo, GraphQL. Following tutorial @ https://www.tortilla.academy/.

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