Scaling Biotech
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The four stages of enterprise software
How we get from an idea to a standardized tool
Feb 9
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The four stages of enterprise software
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Python doesn't make a data scientist
What makes someone an expert is their mental models
Apr 6
2
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Python doesn't make a data scientist
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Bad software is a symptom, not a cause
When I started working in biotech, my plan was to design software that would allow my organization to work more efficiently and accelerate discovery. I…
Feb 16
3
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Bad software is a symptom, not a cause
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One change at a time
In car racing, drivers are taught not to hit the brakes and turn the wheel at the same time. The tires don’t have enough traction to make major changes…
Jun 8
3
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One change at a time
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What does change look like?
If you can't picture it, you can't make it happen.
Apr 27
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What does change look like?
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Can a biotech really be data driven?
It's harder than you might think
Mar 9
2
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Can a biotech really be data driven?
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A better ELN won't solve your problems
In my last blog post, I argued that a biotech organization needs shared mental models in order to design and maintain a cycle of information flow…
Feb 23
1
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A better ELN won't solve your problems
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Changing Mental Models
Understanding how they change and why they don't.
Apr 20
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Changing Mental Models
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But do they know you know they know?
Agreeing isn't enough if you don't know you agree.
May 4
1
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But do they know you know they know?
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Framing Change, Finding Consensus, Telling Stories
You can't build consensus on how to solve a problem until everyone agrees what the problem is. And they won't agree on the problem until they see things…
May 11
1
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Framing Change, Finding Consensus, Telling Stories
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The Minimum Viable Change
To effectively integrate a data team into a biotech organization, you need to simultaneously build the technical infrastructure that will allow them to…
Jun 15
1
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The Minimum Viable Change
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Why do scientists throw away data?
I’m an even tempered person, so I never let on, but more times than I can count I’ve been shocked to discover lab processes that throw away data that…
Apr 13
1
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Why do scientists throw away data?
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