 So I'm an engineer and I'm here to make light in the dark on my PhD journey and illuminating the production floor I had the pleasure to work with Bob here for three years Bob is a production worker working at a production line in one of the 10 million manufacturing companies worldwide Bob might be producing products for renewable energy the food or the pharmaceutical industry He's actually producing all the tangible things we use in our daily life We need Bob and we actually all dependent that but he's efficient to carry out his work tasks at the production line And I strive to do that in my PhD research So I started by observing and talking with Bob's in more than 20 international manufacturing companies and what I discovered there Suck me down to memory lane When I was a seventh grader I saw all my problem solving tasks by pen and paper today my labs have worked the magic So might be surprised when I tell you The pen and paper boards is Bob's problem-solving tool Actually, I discovered that eight of the companies rely on such tool However, it's not efficient because it consists of our data production data So when Bob here he faced a production problem down the line He needs transparency. He needs real-time information of what is happening in order to solve it fast And it needs to do that because of production stop occur It is not a good thing because in manufacturing It's extremely competitive. So I argue that this outdated tool here is not sufficiently supporting Bob Bob he needs light How to be able to do proper problem solving when you're navigating in the dark can't do such thing And 85% of the common manufacturing companies are observed. They agreed upon that Actually 20% they've already started updating the analog boards through a digital development Unfortunately, no one has succeeded yet But as an engineer, I think in solutions So I teamed up with a large manufacturing company for two years where we strive to develop a digital tool that aimed at providing transparency of the production line and With it that by ensuring connectivity to systems and Providing data in real-time and making sure that there's access to devices so Bob here He got his transparency on when solving problems But we also learned that a digital development is not a straightforward road But through my PhD findings, I learned that I can help Bob So my research it contributes for practical guidelines of how to develop such digital tool and making Bob here able to Turn light in the dark, which is beneficial for all of us support. So Bob keeps on producing And I think it's just as cool as the Harry Potter spell Light spell Loomis making light in the dark. Thank you so much