uh, to answer a question. I think it was harder You get your back today. What's my story anyway? Instituting experience typically. So to give a background I I am a mechanical engineer or been removed into I was into our cad software development. I was a software developer off eight years before. I kind of felt and I want to move towards the data site on. That's where I left my job back in India. Came to the U S. Do a master's in information systems. Uh, focus in data science, my first kind of hell top of internships during my time at school. And I think I did my first job in a Data Analytics engineer. I spent about 11 Afghans in that in that then from there, uh, farmland to be with loans where I'm currently working on have been there for about 2.5 years. So I mean 11 of the things that drove me from Waas. I didn't like being in the back and as a developer. Mommy, what you do is just kind of sick. Don't more how you impact of business, whereas are in this role. I play a big role in actually telling things to the business are, you know, needles to take decisions. So that really is helping. And that was a moderation. I want to be more visible, and this definitely gives me a proximity to be support Isabel in terms off the entire arm message.

so in terms off responsibilities I work with the compensation being in HR for quick unlocks the Quicken loans. Basically, it's a family of companies of Quicken loans is just one company within their family company. So we have about at a given point of time. I think about 20 companies where we handle on H R is the same for all these companies. So well, I'm looking at around 17,000 to 20,000 employees who I am responsible for in terms off compensation on, and I am the only data analyst within the confrontation. So my major role is every year we any salary increase, that we give bonuses based on performance. So my goal is to come up with a target of budget for that on. I share that apartments that share that with the CEO. So basically, how much money we want to spend The world's increases and no bonus performance bonuses induct off decisions. Like I said, it's critical because some of the things that you see I will have to be agreed so that they are the leaders and that is all the big decisions, so you know it is so It's a role that is too visible on extremely high responsibility. But it's challenging at this one. On duck, like the war cars, there are sometimes where it gets really busy. Oh, you, you might have to put him you ours extra most of the year when I say sometimes it's around two or three months during the cycle, but otherwise it's pretty pretty normal. We have flexible hours, no much beyond our weekends, using in terms off time to travel, minus a unique situation. I live in Canada and work in the States by travel across the border in a video. So it takes me some time. But I mean, it still takes me less time from how much I used to travel when I was on work from home. Like Vietnam making had one big 1 to 1122 days work from home prior. But now the old situation, it's being like a bar. Fragments were at home and probably even moving forward. I think of the organization. I think off us being in Iraq, more baby work from home, really, really a week, and then just be there, Um so yeah,

I mean, like assistance. I'm in HR. Most off the leaders and other team members are extent, except it's a very big role even, you know. Oh, it's a little, you know, it's not the best tool available. But then, still, many users are just familiar with my old unspecific. I use wrapping artist. My base I use are for most of my models, most of our commission or and scripts. Then, in terms of visualization of you're using Apple iPhone back. And then now we moved all the mattress off stacks. So it's Barbie. I so visualization probably are scripting. For sure Eyes is a legal you definitely need to know sequel to get from different sources. I in general, I think one of the biggest thing is in any kind of all. You eventually need to know and understand the business so that in knowledge where you tried, because only then you will be able to take some decisions. So which is sometimes it's nice to have. Sometimes you learn in the job I mean it. Ziskin said that you would need to understand the business