Haley MassaWhere Does Data Drift Come From? The Assumptions We Make Putting ML Models into ProductionData distributional drifts have become a common topic of conversation as more organizations focus on machine learning monitoring. However…Aug 14Aug 14
Haley Massa4 Applied AI Trends to Watch That Aren’t ChatGPTIt is clear from my LinkedIn, and Twitter feeds that 2023 is the year of the large language model. Open AI launched the best marketing…Aug 21, 2023Aug 21, 2023
Haley MassaMapping the Customer Journey for Developer ProductsA little over a year ago, I leaped from a “builder” role to a more customer-facing position. As someone passionate about teaching, I…Aug 3, 2023Aug 3, 2023
Haley MassaUnderstanding ML Versioning From a Software BackgroundWorking at an MLOps startup, we talk a lot about model versioning — whether exploring U.I. visuals, understanding typical validation…Jul 26, 2023Jul 26, 2023
Haley MassaBuilding LLM Applications for Knowledge RetrievalSince launching our latest suite of LLM-centered products, we have been uniquely positioned to talk with many current and prospective…Jul 26, 2023Jul 26, 2023
Haley MassainAttainable AI NewsletterIs My Job Title Made Up? Finding Your Role in MLI remember how stressful it was to search for my first data science job. Having just graduated with my Masters, I spent weeks blindly…May 9, 2023May 9, 2023
Haley MassaWhat Does the ML Lifecycle Look Like for LLMs in Practice?I’m not going to say I was a full-blown deep learning denier, but I was stubbornly holding out to avoid getting swept up in the LLM hype…May 7, 20231May 7, 20231
