Explore the subjects I write about most often and jump directly into each topic archive.
ai agents
Weekly Notes: OpenSearch and Speedy Startups
Reflecting on billion-scale vector search infrastructure, AI agents, and how company building may be changing.
fine tuning
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.
genai
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.
Gen AI 101- Part 1
A beginner-friendly introduction to generative AI, foundation models, and the products bringing GenAI into everyday tools and devices.
learning notes
Weekly Notes: OpenSearch and Speedy Startups
Reflecting on billion-scale vector search infrastructure, AI agents, and how company building may be changing.
llm
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.
machine learning
Weekly Notes: OpenSearch and Speedy Startups
Reflecting on billion-scale vector search infrastructure, AI agents, and how company building may be changing.
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.
openai
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.
python
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.
startups
Weekly Notes: OpenSearch and Speedy Startups
Reflecting on billion-scale vector search infrastructure, AI agents, and how company building may be changing.
vector search
Weekly Notes: OpenSearch and Speedy Startups
Reflecting on billion-scale vector search infrastructure, AI agents, and how company building may be changing.