Outside of work, I spend time contributing to libraries such as Instructor or working on side projects to learn more about the space which I've been documenting here in posts or in a small long post I call a Work Log
Here are some posts which I've recently published which you might be interested in.
Using Modal to parallelize embeddings with OSS models for a fraction of the cost of Ada
How you can finetune GPT3.5 to be 50x cheaper and 20x faster than GPT-4 with similar summarization s...
Integrating Pydantic Validation with Instructor to allow for more secure and consistent llm outputs
Lessons from trying to teach myself more about AI over the past 6 months
How to use context-aware RAG and pydantic validation to allow GPT to generate code on a new UI Libra...
How to simulate a red-team attack on your own models to improve their robustness
Using AWS Lambda with Langchain is hard - but not impossible. This article will show you how to use ...
Using LLMs to automatically tag and categorize your favourite eating spots
Implementing persistent conversational memory
Implementing an Event-Driven approach for whisper transcriptions