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Home Artificial Intelligence (AI)

Helping scientists run complex data analyses without writing code

Adam Smith – Tech Writer & Blogger by Adam Smith – Tech Writer & Blogger
October 14, 2025
in Artificial Intelligence (AI)
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Helping scientists run complex data analyses without writing code
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Introduction to Watershed Bio

As costs for diagnostic and sequencing technologies have plummeted in recent years, researchers have collected an unprecedented amount of data around disease and biology. Unfortunately, scientists hoping to go from data to new cures often require help from someone with experience in software engineering.

The Problem with Data Analysis in Biology

Scientists want to learn about the software and data science parts of the field, but they don’t want to become software engineers writing code just to understand their data. The data in biology is growing exponentially, and the sequencing technologies generating this data are only getting better and cheaper. Coming from MIT, this issue was right in the wheelhouse: It’s a tough technical problem. It’s also a meaningful problem because these people are working to treat diseases. They know all this data has value, but they struggle to use it.

The Solution: Watershed Bio

Watershed Bio is helping scientists and bioinformaticians run experiments and get insights with a platform that lets users analyze complex datasets regardless of their computational skills. The cloud-based platform provides workflow templates and a customizable interface to help users explore and share data of all types, including whole-genome sequencing, transcriptomics, proteomics, metabolomics, high-content imaging, protein folding, and more.

No Code Discovery

Wang expected to major in biology at MIT, but he quickly got excited by the possibilities of building solutions that scaled to millions of people with computer science. He ended up earning both his bachelor’s and master’s degrees from the Department of Electrical Engineering and Computer Science (EECS). Wang also interned at a biology lab at MIT, where he was surprised how slow and labor-intensive experiments were.

The Founding of Watershed Bio

Wang officially founded Watershed in 2019 with physician Mark Kalinich ’13, a former classmate at MIT who is no longer involved in day-to-day operations of the company. Wang has since heard from biotech and pharmaceutical executives about the growing complexity of biology research. Unlocking new insights increasingly involves analyzing data from entire genomes, population studies, RNA sequencing, mass spectrometry, and more.

Accelerating Biology

Wang believes Watershed is helping biologists keep up with the latest advances in biology and accelerating scientific discovery in the process. If you can help scientists unlock insights not a little bit faster, but 10 or 20 times faster, it can really make a difference. Watershed is being used by researchers in academia and in companies of all sizes. Executives at biotech and pharmaceutical companies also use Watershed to make decisions about new experiments and drug candidates.

Conclusion

Watershed Bio is making a significant impact in the field of biology by providing a platform that allows scientists to analyze complex datasets without requiring extensive computational skills. By accelerating the discovery process, Watershed is helping biologists unlock new insights and make progress in treating diseases. With its customizable interface and workflow templates, Watershed is an essential tool for researchers in academia and industry.

FAQs

  • What is Watershed Bio?
    Watershed Bio is a cloud-based platform that allows users to analyze complex datasets in biology without requiring extensive computational skills.
  • What types of data can be analyzed on Watershed Bio?
    Watershed Bio can analyze whole-genome sequencing, transcriptomics, proteomics, metabolomics, high-content imaging, protein folding, and more.
  • Who is using Watershed Bio?
    Watershed Bio is being used by researchers in academia and in companies of all sizes, as well as executives at biotech and pharmaceutical companies.
  • What is the goal of Watershed Bio?
    The goal of Watershed Bio is to accelerate scientific discovery in biology by providing a platform that allows scientists to analyze complex datasets quickly and easily.
  • How is Watershed Bio helping biologists?
    Watershed Bio is helping biologists keep up with the latest advances in biology and accelerating scientific discovery in the process by providing a platform that allows them to analyze complex datasets quickly and easily.
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Adam Smith – Tech Writer & Blogger

Adam Smith – Tech Writer & Blogger

Adam Smith is a passionate technology writer with a keen interest in emerging trends, gadgets, and software innovations. With over five years of experience in tech journalism, he has contributed insightful articles to leading tech blogs and online publications. His expertise covers a wide range of topics, including artificial intelligence, cybersecurity, mobile technology, and the latest advancements in consumer electronics. Adam excels in breaking down complex technical concepts into engaging and easy-to-understand content for a diverse audience. Beyond writing, he enjoys testing new gadgets, reviewing software, and staying up to date with the ever-evolving tech industry. His goal is to inform and inspire readers with in-depth analysis and practical insights into the digital world.

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