David HundleyinTowards Data ScienceHow to Think About Using Your Company’s Information with GenAIAssessing the options for GenAI information integration along with considerations for your specific company·12 min read·Apr 7, 2024--3--3
David HundleyinTowards Data ScienceA High Level Guide to LLM Evaluation MetricsDeveloping an understanding of a variety of LLM benchmarks & scores, including an intuition of when they may be of value for your purpose·17 min read·Feb 27, 2024--4--4
David HundleyinTowards Data ScienceAn Intuition for How Models like ChatGPT WorkProviding an intuition on the ideas behind popular transformer models like ChatGPT and other large language models (LLMs)·10 min read·Dec 30, 2023--6--6
David HundleyinTowards Data ScienceFive Things GenAI Can and Can’t DoAn introductory guide for business leaders as to what Generative AI can or cannot do·11 min read·Oct 7, 2023--4--4
David HundleyinTowards Data ScienceAn Introduction to OpenAI Function CallingNo more unstructured data outputs; turn ChatGPT’s completions into structured JSON!·16 min read·Jul 9, 2023--14--14
David HundleyWhy I’m (Cautiously, Optimistically) Sold on Apple Vision ProHow Apple’s new “spatial computing” headset may change the world·10 min read·Jun 11, 2023----
David HundleyinTowards Data ScienceAn Introduction to Polars for Pandas UsersDemonstrating how to use the new blazing fast DataFrame library for interacting with tabular data·17 min read·Mar 5, 2023--3--3
David HundleyHow to Work Through Your Own ShynessHow I learned to reframe my way of thinking to overcome my own shyness6 min read·Jan 7, 2023----
David HundleyMy Attempt to Use ChatGPT to Produce an AWS SageMaker Image ClassifierMy journey with ChatGPT through 15 prompts with 15 interesting answers·15 min read·Dec 14, 2022----
David HundleyinTowards Data ScienceWhat is a Machine Learning Engineer?Attempting to understand an ambiguously defined role in the AI/ML industry·7 min read·Dec 2, 2022--2--2