that's where. What? Where I am today. Certification university, Utah kind of unrelated, Filled the data science. But I took a class by Dr Aggarwal machine learning with our And so I took that and that, along with a few other classes, I had some kind of Russian classes and then basic data analysis classes that I needed for my program. Uh, I really like that class that he talked, and I just really enjoyed coding or and I like the logic behind it. And that's also said that, um, right out of school, I was able to get a job at an insurance company where they're using our. And then while I was there, I did a lot of had a little more time to do some research on python and the advantages of using python over our strengths and weaknesses. And so I started using five. Um, and then I started working as an analyst at a company down in Phoenix, so that can give me experience. You seem sequel. I thought a little bit of are here and there, and then I said, Look, oh, well, knows what side projects, so I don't website and I had a model that I used to predict. Works games I put down Get up, Get That was kind of like my, uh well, uh, kind of ah portfolio for me. So I heard it putting things on there that I was, you know, excited about proud over. It's a store coat. And I've linked to those in my resume when I talk to recruiters or employers and no. Yeah. So then I got this job for speech, financial services and then have been doing building machinery models and learning a lot of really cool things building ap eyes, you know, kind of the part where I think sometimes schools lacking words, your billing model that also putting into production, so yeah.

right now, we're totally working from home. That's the trouble with four couples. We weren't working from home at all. Uh, in my previous job, we were working from home as I wanted to. So there's a well, there's a large range of working from home working office. Didn't still responsibilities. So responsibly are, uh I'm kind of the administrator of our get ho account. So I started an organization. I manage all reteaming. So that's one responsibility that I have. Another one is We're building models. So I do everything from my being the data supplying the data, aggregating up. Don't ever need to do get together. Um, I write a lot of custom computers and things like that to prepare the data. I say sometimes I have to prove that you know my my process that I have Teoh senior management. Do you think that's the last? What will challenge? Because I have to put it into account layman's terms, ways that they can understand. It looks something we've been doing lately. It's been really full. Is putting your documentation get up so we could end this markdown filed and then you can link to those Teoh my Boston CDO's okay, I'm in my job. Ultra formal data, aggregated data going, Billy tools. I have actually have big a lie drivin adding to here, there you just quite a bit. So all those. I put those on a package of get up. So I considered I responsibility because I have managed that, and I use it more than you know. Uh, also so Lily's models feature selection and writing. The guys really communicating with I t using some of the platform, like as your stuff like that, to help put models in production.

We use Jira for project management. So I'm familiar with those things. I pretty much write everything explicitly in Python. I do write SQL. occasionally I may have to edit programs written in R. Algorithms, I use a lot of CatBoost. Yeah, it is just kind of like R. album will be, like, using quite a bit my g m actually boost. It was while we might build occurred Care is in your own hour or something, so yeah.