I'm Jacob, a Member of Technical Staff atLiquid AI!

• Ph.D. in Theoretical Physics, Stanford University
• B.S. in Intensive Physics, Math & Philosophy, Yale University

I regularly contribute to technical topics onMedium, where I have over 8,000 followers. My writings cover AI, ML, computer vision, data cleaning and curation, and more!

See popular articles

	How I Turned My Company's Docs into a Searchable Database with OpenAI April 25, 2023 |Towards Data Science In this article, I discuss how I leveraged OpenAI's GPT-3 to turn my company's documentation into a searchable database. This project simplifies the way we access and interact with internal resources, enhancing productivity.
	How I Turned ChatGPT into an SQL-Like Translator for Image and Video Datasets June 08, 2023 |Towards Data Science In this article, I discuss how I used GPT-3.5 to create a text-to-query translator that allows users to interact with image and video datasets using natural language.
	What I Learned Pushing Prompt Engineering to the Limit June 12, 2023 |Towards Data Science In this article, I share my experiences and lessons learned from pushing the boundaries of prompt engineering. Using advanced techniques, I explore how to make the most out of language models for various applications.
	AI Telephone — A Battle of Multimodal Models Jun 15, 2023 |Towards Data Science In this article, I explore the competitive landscape of multimodal AI models by setting up an "AI Telephone" experiment. I discuss the intricacies of various models and how they perform in this unique setup.
	An Ode to my Physics Ph.D. July 18, 2023 |Towards Data Science In this article, I open up on the journey from physics to machine learning, the challenge of transitioning into industry, and lessons learned along the way!
	How to Build a Semantic Search Engine for Emojis January 09, 2024 |Towards Data Science In this article, I detail the process of building a custom vector search pipeline utilizing multimodal data, cross-encoders, and reranking!

If you have an idea for an integration, plugin, blog post, or something else you'd like to chat about, feel free to reach out!

• ⚛️ Physics
• 🌎 Climate
• 📖 Open source | Open science
• 🫀 Building with purpose

Here is a short list of some open source libraries I love ❤️! I've contributed to some of them, and some I just love using 😎

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1. voxel51/fiftyone-docs-searchvoxel51/fiftyone-docs-searchPublic

   Search docs.voxel51.com with an LLM!

   Python 368 62

2. awesome-neurips-2023awesome-neurips-2023Public

   Conference schedule, top papers, and analysis of the data for NeurIPS 2023!

   Jupyter Notebook 119 7

3. voxel51/voxelgptvoxel51/voxelgptPublic

   AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

   Python 242 18

4. image-quality-issuesimage-quality-issuesPublic

   FiftyOne Plugin for finding common image quality issues

   Python 31 3

5. voxel51/papers-with-datavoxel51/papers-with-dataPublic

   A curated list of papers that released datasets along with their work

   Python 125 9

6. zero-shot-prediction-pluginzero-shot-prediction-pluginPublic

   Run zero-shot prediction models on your data

   Python 31 3