Blog
Research notes and deep dives into whatever I'm curious about.
Autonomous AI Agents with AutoGPT & LangChain
A working note on building an autonomous AI agent with GPT-4, LangChain, and AutoGPT.
Credit Risk Scorecards by Naeem Siddiqi (2005)
Notes on the required reading for my credit risk team: the seven stages of building a credit risk scorecard, plus the questions the book raised for me.
Arize AI Conference: Generative AI + ML Observability
Notes from Arize's online event on LLMs and ML observability, with talks from OpenAI, HuggingFace, Spotify, Etsy, LangChain, BabyAGI, and more.
Predicting $TSLA Stock Prices: Set-up
Introducing a project to predict Tesla's stock price with recurrent neural networks, combining traditional market data with cultural signals scraped from Reddit and Twitter.
California Housing Prices
A step-by-step walkthrough of building and validating a linear regression model on the 1990 California census housing dataset, ultimately explaining 64.4% of the variance with three degrees of interaction terms.