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Open Liberty

Java • App Server • Open Source Contributions

A lightweight open framework for building fast and efficient cloud-native Java microservices. Open Liberty starts up fast, with a low memory footprint and live reload for quick iteration. Adding and removing features from the latest versions of MicroProfile and Jakarta EE. And with zero migration, you focus on what's important, not the APIs changing under you.

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DEA-Bench

Python • Machine Learning • Research

A Retrieval-Augmented Generation (RAG) evaluation metric for small to mid-scale organizations. The benchmark assesses the performance of assistant RAG systems across seven major domains and six question types allowing comparisons between commercial and open source assistant RAG systems and non-RAG LLMs.

DEA-Bench results

FindAssist

React Native • Pinecone • Voice Agents

A CTRL-F search algorithm equipped with semantic understanding of words and voice interface capabilities. This approach combines semantic understanding with the conversational abilities of virtual assistants (VAs), enabling more precise and relevant information retrieval.

Results of FindAssist decreasing average words search time by a significant percentage.
August 2024

Photosensitive Content Filter

Python • Machine Learning • Accessibility

A content filter for photosensitive individuals that detects excessive flashes in content lacking proper labels or epilepsy warnings, ensuring compliance with the Web Content Accessibility Guidelines (WCAG) 2.0 standards.

Photosensitive Content Filter flash analysis plot
October 2022

2048-game-clone

Python • Machine Learning • Accessibility

This is a simple replication of the popular 2048 Game. Game utilizes the Java Swing library to display a table containing the matrix of values.

2048-game-clone sample
March 2022