Innate and Baseline Representations - ICLR 2020 submission
Using a representation learning lens to review work across a number of disciplines, we point at a research direction to improve the approach towards reasoning
Beyond the technical, how to do applied AI
Reflecting on some ingredients that can help to do applied AI.
The way I think about it, AI can help in three ways: Reduce costs, Improve outcomes or Enable things you couldn’t do before (e.g. creating new offering)
LLMs vs Search as of 2024
What's a good use case for LLMs vs Search when it comes to knowledge retrieval?
Recommendation Engine for WPP marketing agency
This is quick summary of a Machine Learning project I did as a freelancer or a marketing agency, building a recommendation engine resulting in 47% increase in conversion rates
Intuition behind self-attention
A core piece of logic inside modern AI and LLMs is that of attention. Let's look at the intuition behind it!