From Accidental Discovery to Revolutionary Technology
What began as a solution for AI efficiency became a breakthrough in compression mathematics with implications for artificial general intelligence.
In 2024, while building an AI-powered dating app called HeartStrings, founder Tash Broadwater faced a common problem: AI models required too much data and computing power for independent developers.
"What if the problem isn't the AI—but the way we represent information?"
This question led to ByteLite: a compression algorithm that achieves ratios previously thought impossible, transforming 1GB into just 11 bytes through recursive mathematical operations.
To democratize access to advanced computation by making data storage and transmission virtually free, enabling innovation at every scale.
A world where computational limitations no longer constrain human creativity, where AGI serves humanity, and where technology amplifies our highest aspirations.
ByteLite's compression mathematics revealed unexpected patterns in information processing, leading to breakthroughs in neural architecture design. This discovery carries profound implications for achieving true artificial general intelligence.
Doing more with less—transforming constraints into capabilities
Learning through layers of mathematical transformation
Approaching theoretical infinity through innovation
Compression researcher and software engineer with 15+ years optimizing data systems. Specializes in algorithmic design and edge AI systems. When traditional solutions fail, Tash builds new ones from scratch—ByteLite is the result of that ethos.
Be part of the compression revolution and the path to beneficial AGI.