Bio/AI Software EngineerBio/AI Software Engineer
Cover Image for The Core Building Blocks of LangChain - Middleware for the LLM Stack

LangChain is more than a tool - it’s the infrastructure layer that connects your app to language models, memory, vector databases, and more. Here’s a clear breakdown of its core components and how they work together.

Jan Piotrzkowski
Jan Piotrzkowski

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Cover Image for How BioAI Software Engineers Fit into Biotech Software Engineering

How BioAI Software Engineers Fit into Biotech Software Engineering

Understanding the hierarchy: where does a BioAI Software Engineer sit within the world of biotech software development?

Jan Piotrzkowski
Jan Piotrzkowski
Cover Image for Intro to statistics for Bio AI Software Engineers

Intro to statistics for Bio AI Software Engineers

A beginner-friendly introduction to the most important statistical concepts every BioAI Software Engineer should know — from distributions to variance to correlation caveats.

Jan Piotrzkowski
Jan Piotrzkowski
Cover Image for BioAI Software Engineer vs the World - How This Role Differs from Bioinformaticians, ML Engineers, and More

BioAI Software Engineer vs the World - How This Role Differs from Bioinformaticians, ML Engineers, and More

Where does a BioAI Software Engineer fit among roles like Bioinformatician, ML Engineer, and Computational Biologist? Here's how this hybrid role stands apart.

Jan Piotrzkowski
Jan Piotrzkowski
Cover Image for What is a BioAI Software Engineer? The Role I Had to Invent

What is a BioAI Software Engineer? The Role I Had to Invent

After 4 years in software engineering, I realized I couldn't find the name of the role I truly wanted. So I invented one. Here's what it means, why it matters, and how I'm building towards it from scratch.

Jan Piotrzkowski
Jan Piotrzkowski