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**Co-founder** and CTO at **[Sonauto](https://sonauto.ai)** (YC W24), building an AI music editor that turns prompts, lyrics, and melodies into full songs in any style. Studied **computer science** at **Cornell University**. Previously, a **software engineering** intern at **[Vocode](https://vocode.dev)** (YC W23) and an intern on the **Machine Learning** Team at **[Ada](https://www.ada.cx/)**.
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Researched [unsupervised object discovery](https://github.com/HHousen/object-discovery-pytorch) with [Dr. Ellis](https://www.cs.cornell.edu/~ellisk/) as a sophomore and [paraphrase identification](https://arxiv.org/abs/2210.01979) (published in **NeurIPS 2022**) with [Dr. Sernam Lim](https://research.facebook.com/people/lim-ser-nam/) as a freshman. Researched [automatic classroom lecture summarization](/projects/lecture2notes) using AI and deep learning in high school. Understands [machine learning in production](/projects/will-i-have-a-snow-day/) and [full-stack web development](/projects/ai-respiratory-doctor/). Developed a [state-of-the-art neural text summarization](/projects/transformersum/) system with **360+ stars on GitHub**. Publishes [guides](https://picoctf2019.haydenhousen.com/) for [cybersecurity](https://htb.haydenhousen.com/) [challenges](https://picoctf2021.haydenhousen.com/). Enjoys running cross country in the fall and skiing in the winter.
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Researched [unsupervised object discovery](https://github.com/HHousen/object-discovery-pytorch) with [Dr. Ellis](https://www.cs.cornell.edu/~ellisk/) as a sophomore and [paraphrase identification](https://arxiv.org/abs/2210.01979) (published in **NeurIPS 2022**) with [Dr. Sernam Lim](https://research.facebook.com/people/lim-ser-nam/) as a freshman. Researched [automatic classroom lecture summarization](/projects/lecture2notes) using AI and deep learning in high school. Understands [machine learning in production](/projects/will-i-have-a-snow-day/) and [full-stack web development](/projects/ai-respiratory-doctor/). Developed a [state-of-the-art neural text summarization](/projects/transformersum/) system with **400+ stars on GitHub**. Publishes [guides](https://picoctf2019.haydenhousen.com/) for [cybersecurity](https://htb.haydenhousen.com/) [challenges](https://picoctf2021.haydenhousen.com/). Enjoys running cross country in the fall and skiing in the winter.
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This site was generated using [HUGO](https://gohugo.io) from an [open source theme](https://github.com/HHousen/hugo-resume) via [Netlify](https://www.netlify.com/).
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content/projects/TransformerSum/index.md

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title: "TransformerSum"
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date: 2020-07-16T23:01:35-04:00
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featured: true
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description: "Models to perform neural summarization (extractive and abstractive) using machine learning transformers."
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description: "Models to perform neural summarization (extractive and abstractive) using machine learning transformers. 400+ stars on GitHub."
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tags: ["Machine Learning"]
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resources:
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