Skip to content
View loganongithub's full-sized avatar

Block or report loganongithub

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
loganongithub/README.md

Hi, I'm Logan 👋

CS @ UC Berkeley | LLM Research | Full-Stack

I build things at the intersection of machine learning and real products.


🔬 Research

FAME Benchmark — co-authored an LLM evaluation benchmark accepted to the ICLR 2025 Workshop Logical Reasoning of Large Language Models, in collaboration with researchers from Algoverse. Evaluated GPT-4.1, Gemini 2.5 Pro, Claude 3.5 Sonnet, LLaMA 4, and Qwen 3 on logical reasoning under false mathematical facts.


🛠️ Projects

  • Film Compass — ML-powered movie discovery app. 5,000+ films embedded, clustered, and visualized as an interactive scatter plot using GPT-4o-mini, mxbai-embed-large-v1, Leiden clustering, and UMAP.
  • Cuisync — iOS app with 200+ downloads. Voice-driven recipe assistant built with Faster Whisper and FastAPI.
  • FAME — LLM benchmark for evaluating reasoning under false mathematical facts.

🧰 Stack

Python · PyTorch · Hugging Face · FastAPI · TypeScript · React Native · C++ · Supabase


📫 Connect

LinkedIn

Popular repositories Loading

  1. Cuisync Cuisync Public

    TypeScript 1

  2. film-compass film-compass Public

    HTML

  3. FAME-research-paper FAME-research-paper Public

  4. loganongithub loganongithub Public

  5. better-py-visualizer better-py-visualizer Public

    JavaScript

  6. cpp-interpeter cpp-interpeter Public