Zach Ocean

About:

A personal blog by Zach Ocean

Website:

www.zachocean.com

Specializations:

Software engineer Data Scientist

Outgoing Links:

Patrick McKenzie Paul Graham

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2025-11-04 • neural networks machine learning attention pytorch deep learning

The blog post discusses the implementation of attention modules in neural networks, particularly focusing on self-attention mechanisms. It explains the concepts of queries, keys, and values in the context of attention, and provide...

2025-11-21 • gene editing precision medicine clinical trials drug development biotech race

Advancements in gene-editing technologies show promise for treating rare diseases, exemplified by a successful personalized therapy for an infant with a rare condition.

2026-01-11 • computational thinking molecular biology biology drug development protein dojo

Protein Dojo is an innovative platform that teaches protein design using real drug targets and advanced computational tools, catering to beginners and professionals alike.

2025-12-26 • machine learning discovery biotechnology clinical trials ai

A review of pivotal advancements in AI and biotechnology, focusing on drug design, machine learning, and upcoming clinical trials that will shape the future of medicine.

2025-11-02 • statistics data visualization convex optimization jensen's inequality concave functions

The post discusses Jensen's inequality, which states that for a convex function f(x) and a random variable X, f(E[X]) is less than or equal to E[f(X)]. It also notes the reverse relationship for concave functions. The author provi...

2025-11-03 • programming machine learning pytorch metric tensor data science and machine learning

The post explains how to perform a transpose operation on tensors with more than two dimensions using PyTorch. It clarifies that the transpose affects the entire tensor, changing its shape accordingly. The author provides examples...

2026-01-16 • chemistry environmental and social impact regulation health risks and issues

The post examines the persistence and health risks of forever chemicals, emphasizing the need for regulation and public awareness to address their environmental impact.

2024-11-17 •

Google released an API for their 2-way dialog model, the same technology that powers the podcast generation feature in NotebookLM. The model outputs are extremely natural, which is what makes the NotebookLM podcast generation so u...

2024-10-26 •

The text discusses the current state of superhuman text to speech and generative audio, highlighting that while TTS models are close to or even superior to average humans in tasks like audiobook narration, they are still inferior ...

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2024-06-18 •

The text discusses the advantages of starting a service business, particularly in the current competitive landscape. It highlights the challenges of building a software product company and suggests that a service business may be a...