Francois AscaniMy experience in building and deploying “surfdash”, a machine-learning app using AWS and StreamlitBuild an app using streamlit, lambda functions, EC2, S3 bucket, and an object-detection model all on AWSJun 6, 2023Jun 6, 2023
Francois AscaniUntitledI promise myself to keep putting smiles on people’s face.May 22, 2023May 22, 2023
Francois AscaniThe strategy of blunt honestyNegotiations. Debating. Discussing. This is part of most of our life at home and at work. But, how do we proceed? If you have a goal in…Apr 27, 2023Apr 27, 2023
Francois AscaniVision, Mission, Values…and HikingI always had problems understanding the differences between mission, vision, and values. I read about the “Why”, “What”, and “How” but it…Mar 29, 2023Mar 29, 2023
Francois AscaniHow to become a better data science manager… Collect data!I am a data science manager supervising a team of three. I know I am not perfect but I strive to improve every day. Recently, I finished…Mar 11, 2023Mar 11, 2023
Francois AscaniHow I built a “Ask Me Anything” chatbot web app with OpenAI GPT-3, Python, and streamlitThere are so many applications with the more recent version of Large Language Models (LLMs), my head spins. I keep stopping whatever I am…Mar 4, 20231Mar 4, 20231
Francois AscaniThe Secret Society of Original and Unreproducible Art“Who is John Wayne?” asks Melody.Feb 26, 2023Feb 26, 2023
Francois AscaniinBootcampInfinityPool: Use of OpenAI’s models to survey a virtual pool of customersImagine you are a product manager. You are extremely customer-centric and so you want to keep the pulse about what your customers think…Feb 12, 2023Feb 12, 2023
Francois AscaniRunning an OpenAI’s model on your internal Confluence documentationEditorial note (01/13/2023): The article was corrected by replacing the term “ChatGPT” with “Codex” or “OpenAI’s model”. I am learning and…Jan 5, 20236Jan 5, 20236
Francois AscaniA visual explanation of the p-value, the power of a test, and the Bayes factorOver time, I became more and more visual. It seems this is my way to feel that I truly understand something. So, for the visual learners…Dec 30, 2022Dec 30, 2022