@haharvs

Harvey Ducay

@haharvs

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Aiming to develop advanced data systems for AI and everything in between.

Manila, PhilippinesJoined September 2024

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Harvey Ducay's blogs

Data Science/Engineering Insightshddatascience.tech24 posts

The v0.dev Hubharveyducay.blog15 posts

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hddatascience.tech

The LLM Council and the Human Mind

Weeks ago, Andrej Karpathy(ex. director of AI at tesla) launched LLM Council. The concept is brilliant but simple: instead of asking a single AI model (like ChatGPT) to answer a question, you create a "council" of different models. You have one model...

Dec 16, 20255 min read

hddatascience.tech

One-Shot Trauma: When Reinforcement Learning and Human Minds Overcorrect

The Day My Internal Agent Received a -1,000,000 Penalty It only took a second to rewire my brain. By early 2022, I was just your average joe, living life day by day. Eating was one of my daily tasks that was necessary, automatic, and unconscious. It ...

Nov 17, 20257 min read

hddatascience.tech

What is AI?

I find it a little funny that I'm only getting to this article now. As an applied mathematician, I have a deep-seated need for rigor, for building arguments from first principles. In a field as dynamic and hype-driven as Artificial Intelligence, a ri...

Nov 2, 20254 min read

hddatascience.tech

From "It Works" to "Why It Works": A Call for Deeper Understanding in Data Science

Sometimes, the most valuable lessons come from unexpected moments. I was attending a data science workshop recently, and a brief discussion served as a powerful reminder of a crucial question we must ask ourselves: are we content with knowing that so...

Oct 5, 20254 min read

hddatascience.tech

Building Intuition for Convolutional Neural Networks

The motivation behind Convolutional Neural Networks (CNNs) comes from the inability of traditional dense neural networks to perform well on image classification tasks. Why is that? A dense network, also known as a fully-connected network, treats an i...

Aug 24, 20258 min read

Harvey Ducay

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