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Gabriel Altay

ML @ Tempus AI | formerly Kensho | CMU PhD Computational Physics

With a background in computational physics and astronomy, Gabriel Altay boasts over 8 years of industry experience in machine learning and data problem-solving within mid-stage startups.

Gabriel excels in both prototype development in notebooks and production-ready Python code implementation, showcasing a profound understanding of data pipelining, model development, deployment, and assessment.

Having navigated roles as both an individual contributor and a team manager, Gabriel Altay brings a wealth of experience to the table.

Gabriel's passion for continuous learning and open-source development is evident in his versatile skills and collaborative nature in team environments.

Highlights

Aug 4 · linkedin

Same prompt, same retrieved congressional content. One generation from Meta-Llama-3.1-8B-Instruct-Turbo (together.ai), the other from gpt-4o-mini. Both less than one penny in inference costs. I had to add more decimal places to the cost display :)

"Create a table identifying the main challenges in keeping social security funded. Create the following columns,

* challenge: a specific challenge social security faces

  • solution: a proposed solution
  • legislation: legislation describing the challenge or the solution"
Aug 3 · linkedin

Some fun updates in the LegisQA app this weekend!

https://lnkd.in/eutiW9cT

Added support for Together AI APIs (Llama 3.1 8 and 70B for now). Really impressed by how much they can squeeze out of a GPU :)

Added a side-by-side mode where you can compare two requests. For each one you can control the model used,

  • gpt-4o-mini
  • claude-3-haiku
  • llama 3.1 8B
  • llama 3.1 70B

and retrieval parameters like,

  • how many chunks to retrieve
  • legislation sponsored by a specific party
  • sessions of congress to include

--- EDIT Might as well add Llama 405B until my free credits run out! $5 / million tokens (input and output cost the same) !

Gabriel Altay
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Location

Washington, District of Columbia, United States