Okay so, you’re here because you’re thinking about Machine Learning or Data Science for your Westminster business. Maybe you’ve got data piling up and no idea what to do with it, or maybe you’ve heard about AI and are wondering if it can actually help you make more money or save some time. I’m not gonna lie to you and say it’s for everyone, or that it’s some magic bullet. But for a lot of Westminster companies, even smaller ones, there’s real value to be found. I focus on finding that real value without the fuss.
I’m a solo operator, which means when you work with me, you work *with me*. No project managers you’ve never met, no junior analysts learning on your dime. I’ve been doing this a long time, and I’ve seen what works and what doesn’t. My goal is to deliver something useful, something that actually moves the needle for your business in Westminster, and to do it without making you feel like you need a Ph.D. to understand what’s going on.
## What I actually do for Westminster clients
Most of my projects for Westminster businesses fall into a few buckets. Often, it's about taking your existing data – sales figures, customer behavior, inventory, whatever – and building a model that can predict something useful. Think predicting which customers are most likely to buy again, figuring out what products will be popular next season, or spotting anomalies that could indicate fraud or operational issues. It’s not about building some huge, complicated system, but rather focused solutions that give you clear, actionable insights.
Another common one is automating tedious, data-heavy tasks. If you’ve got someone spending hours every week manually sorting through spreadsheets or trying to make sense of disparate data sources, there’s a good chance I can build a Machine Learning solution to streamline that. This frees up your team to do more important, less boring work. I’ve helped Westminster clients set up little automations that save them dozens of hours a month, which really adds up over time.
## How a Westminster engagement usually goes
Here’s how I usually work with businesses in Westminster, Colorado:
1. **Initial Chat (1-2 days):** We have a 20-minute call. You tell me what problem you're trying to solve, what data you have, and what you’re hoping for. I’ll tell you if I think I can genuinely help, or if I’m not the right fit. This is a no-pressure call, just to see if there's a good initial match. I won’t try to sell you anything you don’t need. 2. **Discovery & Proposal (1-2 weeks):** If it looks like there’s potential, I’ll spend a bit more time understanding your data and your business context. This might involve a deeper dive into your current processes. Then, I’ll send you a detailed, fixed-fee proposal outlining exactly what I'll deliver, the timeline, and the cost. No hidden fees, ever. I want you to know exactly what you’re getting for your money. 3. **Project Execution (4-12 weeks):** This is where I build the model, set up the data pipeline, or create the automation. I'll check in regularly, showing you progress and getting your feedback. My goal is to be transparent and make sure what I’m building aligns with what you need. I'm pretty self-sufficient, but your input during this phase is crucial to making sure the end product is truly useful. 4. **Delivery & Handoff (1 week):** Once the solution is built, I’ll deploy it and make sure it’s working as expected. I’ll provide documentation and, if needed, train your team on how to use it. My aim is for you to be able to use the solution independently, but I’m always available for follow-up support if things come up. I want you to feel confident in the solution I’ve built for your Westminster business.
## What it costs, roughly
I work on a fixed-fee basis for most projects. This means you know the total cost upfront, no surprises. For a typical pilot project – something that demonstrates the value of Machine Learning for a specific problem – you're usually looking at a range somewhere from $8,000 to $25,000. More complex projects, like building and deploying a production-ready predictive model or a custom data automation system, can range from $25,000 to $75,000 or sometimes a bit more, depending on the scope and complexity. I don’t bill by the hour because I think it rewards inefficiency, and frankly, it makes budgeting a nightmare for you. My quotes reflect the value I deliver, not the hours I spend.
## Who I'm usually NOT a fit for
Look, I'm not for everyone, and that's okay. I'm usually not a good fit for huge corporations with massive internal data science teams already in place. They have their own systems and processes, and I'd just get lost in the shuffle. I also don't do
FAQs — Westminster
How do I know if AI is worth it for my Westminster business?
If you have a lot of data, recurring problems you can't solve, or manual tasks that take up too much time, there's a good chance AI could help. I can assess your situation on an initial call to give you an honest opinion.
Do you work with companies outside Westminster?
Yes, I work with businesses across the U.S., including many in Westminster. My focus is on providing value, regardless of your exact location, though I do enjoy connecting with local businesses here.
What does the first 2 weeks of an engagement look like?
The first 2 weeks typically involve a deeper dive into your data and business processes after our initial chat. I'll be analyzing your needs to craft a precise, fixed-fee proposal for your Westminster project.
What kind of results can I expect?
You can expect practical, actionable results like improved prediction accuracy, automated data tasks, or clearer insights from your data. My goal is to deliver something you can actually use to improve your business operations.
What if I don't have a lot of data?
That's perfectly fine. We can start by identifying what data you *do* have, or even discuss strategies for collecting the right data to get your Westminster business started with Machine Learning.