koaning.io

“koaning.io” is a platform that delves into the intersection of AI, machine learning, and data engineering. It explores topics like Generative AI, Knowledge Base Infrastructure, and the challenges of working with Big Data. The content covers the implementation of secure databases, the importance of understanding data beyond static libraries, and the utilization of advanced technologies like Spark, EMR on EKS, and Airflow 3. The platform emphasizes the need for AI systems to not just index data but to truly comprehend it, providing insights into creating responsive customer-facing chatbots and ensuring data precision through innovative approaches like Retrieval-Augmented Generation and Multi-Tenancy architectures.

Visit koaning.io

Being a Research Advocate.

koaning.io

What lies in "Research Advocacy"?

koaning.io

I frequently write blog posts on why you need more than grid-search to judge a machine learning model properly. This blogpost continues the topic by demonstrating yet another reason; it’s not robust a...

Enjoy the Silence

koaning.io

GridSearch is Not Enough: Part 7

koaning.io

This is not a happy story. About a month ago, my then-pregnant partner and I learned that our baby’s heart had stopped beating. Our child, Minne, was to be stillborn. It’s been an emotional rollercoas...

Beyond Broken

koaning.io

Horrible Remedies for Broken Recommenders

koaning.io

I write a lot of blogposts on why you need more than grid-search to properly judge a machine learning model. In this blogpost I want to demonstrate yet another reason; labels often seem to be wrong. B...

Bad Labels

koaning.io

GridSearch is Not Enough: Part Six

My New Home Setup

koaning.io

Better Patterns for Development Work.

koaning.io

A while ago I switched my home setup for development and it’s been such a success that I decided writing a short blogpost about it. The setup involves three machines. I own an Intel NUC. This machine ...

Predicting Limits

koaning.io

Multiple Outputs Make Sense.

koaning.io

Scikit-Learn is a package that I have been using for 5+ years and to this day I still discover new components when I read the docs. In particular, I learned about a meta model called MultiOutputClassi...

koaning.io

Figure 1: I want to talk about this phenomenon. In the beginning of this year I noticed a press release from Boston Consulting Group. It seems they have an analytics group called BCG Gamma which relea...