So we're happy to be joined today by Brendan Collins and Pablo Puentes of make path. Thanks for joining us today is. Yeah thanks. And you. So, let's start off with the the really broad question of what is make path. Path is a spatial data science. Shop we focus a lot on open source tools, and we bring our passion from various domains. To gs and we aim to build. Inclusive communities around you as tools, and specifically we have a project X. Ray spatial, which focused on roster based spatial analysis, we combine a rationalization pipeline with a set of universal functions which apply an. To Rosser data and also are named in ways that Gif professionals recognize things like surface analysis tools slow hill shade, aspect on these are the names of these tools in the s domain that people recognize. And we offer those tools As a python based library that anybody can access read the source code to and contribute to. We we take open source tools, and we help solve our clients problems by applying open source to their their specific domains. These these domains are very diverse working in areas from healthcare to environmental conservation. Finance Natural Resource Management. We know that geography and the science of of place is very important, too. Many domains and we find ourselves learning about these different domains as we apply open source geospatial tools to their challenges. We we basically bill. We love building open source, really powerful tools, and then if we have clients are like. Hey, what else can we do with these tools? Can you help us apply these really complex problems and what he help? So, how'd you guys come together as? Building this new path path. That was that was bad, wasn't it? Sorry. That's okay well. It's all good. We'll take it. So I WanNa talk about what you've been doing before and how we can. Yeah so I got involved in GSA in the mid to thousands being the S. lab manager for the Center for Sustainable, development, which is a kind of environmental science group in Central America. Working a lot with agriculture. And then moved on to work. As part of the team at the Nature Conservancy looking at site selection for projects in the red area red in this context is reduction in emissions from deforestation and I. Ever Dacian where Zeh countries that have high carbon output can find carbon credits in developing nations to incentivize them to protect vertically sensitive ecosystems, tropical forest is a great example of that, so a lot of these projects occur in in the main tropical forest areas of Brazil Democratic Republic of Congo Indonesia the top three countries for tropical forest. So using I was using DIS to help. Do Site selection to maximize dollars spent? Two or environmental protection through the conservancy We Pablo night. Live in Austin We started to connect in the music scene. Both of us are musicians songwriters. We go out and play open open mics and so that's how can Pablo and I met, but then we quickly realized that we had a lot in common apart from our music background, and over the years as we would spend time together and hard about things it just made sense to get together in work together as a 'cause. We were hitting the same problems, but Pablo represented us. More! Experience on what it is to create a company and create a culture and I represented a bit more of the technical side, and so we were good partners in kind of coming together, 'cause we represent those different areas. in filming kind of some of some of the. The rounding out the breath of our skills, really we we both. We both think we are easy to find and the other one is a really great fun. So I came out about I came out of Stanford about ten years ago, started a company So I had a lot of experience. Products Scaling a company and I. Really liked. What Brennan was doing and we teamed up and I bring a lot of experience again with the company building with a product design had to think about about by these projects and I've always had an interest I don't have a detectable background in jazz. She fired his. I've always had an interest in it. My Dad was a biologist and we would always go on these. I've been looking at maps since I was five, and and we'd go on walks in the new-look onto poverty maps and understanding vegetation maps so I guess I've been training for this for a long time without even knowing but done now. It's a little bit of my. Time and I love it the physical world and data to to solve problems in the s really exciting to work together and. We've been applying for some of these tools and really really interesting ways, and I'd love for brethren. Talk with it. This is a blog. A very big piece we're working on. That's coming out on the next, Tuesday! And it's A. It's a real world application vary timely of these told rags, these tools, a really cool powerful but the story of Man on the Moon is man on the moon, not N-, not necessarily rocket as cool as. Cool as Mathis, the the real story. Is that the the the the impact that has the? and Ny Brandon. If you WANNA, talk a little bit about the story that were published using the x Ray, spatial tools and data Cheddar I think that's That's a great example of some of the things that we do.