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Weekly Notes: Vector Search and AI Startups
A weekly reflection on billion-scale vector search infrastructure, AI agents, and how company building may be changing.
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Recent Writing
Fine-Tuning OpenAI LLMs: A Quickstart Guide
A practical quickstart for preparing data, fine-tuning an OpenAI model, and comparing base versus fine-tuned performance on emotion labeling.
Creating a simple web app with FastAPI and Streamlit
A hands-on walkthrough for building a simple machine learning web app with FastAPI, Uvicorn, Streamlit, and a banknote classifier.
Gen AI 101- Part 1
A beginner-friendly introduction to generative AI, foundation models, and the products bringing GenAI into everyday tools and devices.