Hey Pomona — okay so, you're probably here because you've heard a lot of buzz about 'AI' and 'data science,' and you're wondering if any of it applies to your business. Maybe you've got a ton of data sitting around, but it's just... sitting there. Or maybe you're dealing with repetitive tasks that feel like they should be automated, but you're not sure how.
I'm not gonna promise you a 'future-proof' business or anything like that. What I *can* do is help you take a realistic look at your operations, identify specific problems that machine learning or data science can solve, and then build practical, working solutions. Think of me as that experienced specialist who comes in, figures out what's what, and then gets the job done without a lot of fuss. It's about making your business run a little smarter, not just throwing fancy tech at it.
## What I actually do for Pomona clients
Most of my work revolves around making your data work for you. This often means building predictive models – things that can guess what's gonna happen next, like forecasting customer churn or predicting demand for your products. Or maybe it's classification, like automatically sorting customer inquiries or identifying fraudulent transactions. It's about giving you a clearer picture of your business, and a heads-up on what's coming.
Another big part is automating manual, data-heavy tasks. If your team is spending hours sifting through spreadsheets or manually categorizing information, there's a good chance we can automate a significant chunk of that. This frees up your people to do more valuable work, and it makes your operations more efficient. I'm talking about tangible improvements, not just theoretical 'efficiencies.'
## How a Pomona engagement usually goes
1. **Discovery & Scoping (Weeks 1-2):** We'll kick things off with a deep dive into your business and your data. I'll ask a lot of questions about your current challenges, what data you have, and what you're hoping to achieve. By the end of this phase, I'll have a clear proposal outlining the specific problem we're solving, the data we'll use, the expected outcome, and a fixed price.
2. **Data Prep & Model Building (Weeks 3-8):** Once we agree on the scope, I'll start cleaning, organizing, and preparing your data. This is often the most time-consuming part, but it's crucial for getting good results. Then, I'll build and test the machine learning models. I'll keep you updated regularly on progress and any insights I find along the way.
3. **Validation & Integration (Weeks 9-10):** We'll rigorously test the model to make sure it's accurate and reliable. Then, depending on your needs, I'll help you integrate the solution into your existing systems, whether that's providing API endpoints, delivering regular reports, or helping your team adopt new tools. The goal is for it to actually *work* for your business in Pomona.
4. **Handover & Support (Week 11 onwards):** I'll provide documentation and training for your team so you understand how the solution works and how to maintain it. I'm also available for ongoing support, because I know things change and you might need adjustments or further analysis down the road.
## What it costs, roughly
Okay so, pricing for these kinds of projects really depends on the complexity and scope. I don't do hourly billing; all my projects are fixed-fee, meaning you know exactly what you're paying upfront. For a typical pilot project, something focused on solving one specific problem with your data, you're usually looking at something in the mid-five figures. More involved projects, or those requiring extensive data engineering, will be higher. I always provide a detailed, fixed-price quote after our initial discovery phase so there are no surprises.
## Who I'm usually NOT a fit for
I'm probably not the right choice if you're looking for someone to just 'do AI' without a clear business problem in mind. If you don't have *any* data, or your data is in absolute chaos with no way to get it organized, that's often a non-starter. I also typically don't work with very large corporations that have their own in-house data science teams already; my sweet spot is helping small to medium-sized businesses in places like Pomona get real value from their data. I'm also not gonna build you a social media app or manage your IT infrastructure.
## Getting in touch
If anything I've said resonates, and you're ready to explore how data science and machine learning could practically benefit your business here in Pomona, I'd love to chat. It costs nothing to explore the possibilities. Just head over to my contact page and book a 20-min call.
FAQs — Pomona
How do I know if Machine Learning is worth it for my Pomona business?
The best way to tell is if you have repetitive tasks that involve data, or if you're making business decisions based on gut feelings when you have data that could inform them. If you're wondering if a machine could predict something useful for your business, it's probably worth exploring.
Do you work with companies outside Pomona, California?
Yes, absolutely. While I make an effort to tailor content to specific cities like Pomona, I work with businesses all over the United States. My services are delivered remotely, so location isn't a barrier.
What does the first 2 weeks of an engagement look like?
The first two weeks are all about discovery. I'll meet with you and your team to understand your business, your challenges, and what data you have available. My goal is to clearly define the problem we're going to solve and put together a detailed proposal with a fixed price.
I have a lot of data, but it's a mess. Can you still help?
Often, yes! Data cleaning and preparation is a significant part of almost every project I do. While I can't work magic if there's absolutely no usable data, I'm used to working with imperfect datasets and can help you get it into a state where it's valuable.
What kind of results can I expect from a typical project?
You can expect concrete results like a deployed predictive model, an automated data process, or a comprehensive report with actionable insights. I focus on delivering practical solutions that directly address your business needs, not just theoretical concepts.