Nicolay Gerold

One of the first things Data Scientists learn as they run predictions is to avoid the use of loops. That’s because most ML libraries support vectorized inference, combining many inputs into a batch and more efficiently calculating the results. This specialized technique combines framework-level features with specialized hardware like GPUs, making... See more

The ideal solution for AI-native vectorDB would be something that would would be easy to set up and should integrate with existing APIs for rapid prototyping but should be able to scale without additional changes.

LanceDB is designed with this approach. Being server-less, it requires no setup — just import and start using. Persisted in HDD, allowing... See more

Aversion and arousal as a push pull that drive emotions and is connected with an action (moving/leaning in or out).

The two most important problems (at least how I am thinking about them currently), are:

Finding a rigorous scientific framework for how different agent skills, personalities, and instructions combine to be most capable for different problems (think of this as social management science for AI agents) .

Figuring out how you formally validate and verify... See more

The next step is data transformation. Data transformation is the process of converting data from one format to another. Reasons for doing this could be to optimize the data for a different use case than it was originally intended or to meet the requirements for storing data in a different system. Data transformation may involve steps such as... See more

When our internal states of stress or calm match (mismatch) the demands on us, we tend to interpret these as good (bad). Alertness vs. stressors as a driver of emotions.

“I look for features from data scientists, [who have ideas of] things that are correlated with what I’m trying to predict.” We found that organizations explicitly prioritized cross-team collaboration as part of their ML culture. Md3 said: We really think it’s important to bridge that gap between what’s often, you know, a [subject matter expert] in... See more

Onyxia Datalab

The modern datascience stack made accessible

Pool computing resources and provide a state of the art work environment to your data scientists without relying on big tech closed-source software.

Consulting Stack Setup Todo List¶

1. Set up business foundation¶

• Form an LLC using Doola


• Open a business bank account with Mercury


• Set up QuickBooks, Accountant, for bookkeeping, email me for referral

2. Implement essential software tools¶

• Set up Stripe for invoicing


• Sign up for Dropbox and Dropbox Sign


• Create a Cal.com account for scheduling


• Set

... See more