Running an Academic Lab is Not Running a Small Business
The PI-as-entrepreneur analogy flatters both sides but obscures where the real risks, incentives, and accountability actually live.
The PI-as-entrepreneur analogy flatters both sides but obscures where the real risks, incentives, and accountability actually live.
How far do you want to take your DIY approach to services?
Graduate students need novel tools to publish. Labs lack funding for maintenance. How can we build sustainable bioinformatics software without fixing the incentive structure?

Founder of Informatic Edge, LLC
Full-stack data scientist specializing in bioinformatics and computational biology
Developing computational approaches to understand complex biological systems and solve real-world challenges.
Full-stack data solutions combining statistical thinking, machine learning, and algorithmic innovation.
Strategic consulting and project-based solutions for research institutions and biotechnology companies.
Whether you need strategic consulting, custom algorithm development, or end-to-end project execution, Informatic Edge combines deep biological expertise with cutting-edge computational methods.
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