BYOTECH is a data analysis and machine learning group focused on using state of the art machine learning algorithms coupled with years of practical experience to create robust algorithms for the real world.
Problems in data analysis are difficult and often confusing. It helps to have a guide who can use their experience and knowledge to shorten your development time and give you the kind of robust product you need. An early investment in advice from a data professional can help save you money, and more importantly time, in getting your product to market.
BYOTECH can partner with you no matter where you are on the road that leads from your great idea to the next great product. We specialize in data problems from the life sciences including medical devices, diagnostics, and spectroscopy.
Dealing with Real Data
Seasoned data professionals will tell you that even the most carefully planned data collection and analysis exercises will hit some speed bumps. Setting up a bulletproof data collection plan ensures that these speed bumps can be fewer and dealt with easily. BYOTECH can assist you in developing, implementing, and validating your data collection plan to ensure you don't spend valuable time and money collecting bad data.
When To Involve BYOTECH in Your Project
Involving data professionals early in your project prevents costly mistakes. The team at BYOTECH are veterans of many data analysis projects and can help you avoid common pitfalls and plan for complications. Knowing that time is the key enemy of most research projects, BYOTECH can help you make decisions as early as possible saving you both time and money.
Understanding the True Performance of Your Algorithm
Developing an algorithm is a great first step, but unfortunately there is a big difference between something that works well in a well-controlled environment and something that has to work in the real world. Understanding the likely performance of any algorithm in the real world is difficult. BYOTECH can help you devise a cost effective plan to understand the risk that your algorithm will fail when put in the real world.
Continuous Improvement with BYOTECH
Do you have an existing algorithm that you would like to improve? BYOTECH can work with you to leverage everything you love (and, let's be honest hate) about your algorithm and improve it. We can help you understand exactly which aspects of your data processing scheme can help your algorithm perform better (and which might be holding your performance back). Moreover, we can help you increase the robustness of your algorithm.
Connecting with BYOTECH
Do you have a data problem? E-mail our head Byron Olson, Ph.D. to discuss all of the ways BYOTECH might be able to help you.