Okay so, you're here because you're curious about machine learning or data science. Maybe you've got a mountain of data you're not using, or a process that just feels like it could be smarter, faster. Or perhaps you've heard the buzz and you're wondering if any of this can actually help your Largo business without costing an arm and a leg.
I'm not gonna tell you I'm going to 'revolutionize' your industry. That's usually nonsense. What I *do* tell clients is that I can help them make sense of their data, build predictive models, or automate some of those repetitive, soul-sucking tasks that slow everyone down. Think of me as that experienced hand who can look at what you're doing, and then maybe suggest a smarter way to do it, using some of these fancy new tools.
## What I actually do for Largo clients
Usually, it boils down to two main things. First, I help you understand what data you have, what it's telling you, and what else you *could* be collecting. It's kinda like tidying up a messy closet, but for your business information. We look for patterns, insights, and opportunities that are already there, just hidden in plain sight. This could be anything from understanding customer churn better to optimizing your inventory based on past sales trends. I'm not here to sell you a complex system you don't need, but to extract real value from what you already have.
Second, I build custom machine learning models or automation scripts. This isn't off-the-shelf software; it's tailor-made for your specific problem. Maybe it's a model to predict which customers are most likely to buy a certain product, or an automated process that sorts incoming leads based on their likelihood to convert. I aim for small, impactful pilot projects that prove the concept quickly, so you can see the return on investment before committing to anything larger. My goal is to deliver tangible results, not just a fancy report.
## How a Largo engagement usually goes
1. **Week 1: The 'Let's Chat' & Discovery Phase.** This is where I come to your Largo office, or we meet virtually, and you tell me all about your business, your challenges, and your goals. I'll ask a lot of questions about your data, your processes, and what success looks like for you. I'll also be honest about whether I think machine learning is a good fit. By the end of this, I'll have a pretty good idea of what we're dealing with and can put together a proposal.
2. **Weeks 2-4: Data Deep Dive & Initial Brainstorming.** If we decide to move forward, I'll spend this time getting access to your data (securely, of course) and really digging into it. This is where I start identifying patterns, cleaning up inconsistencies, and generally getting it ready to be useful. I'll be checking in with you regularly, showing you what I'm finding, and we'll refine the project scope together.
3. **Weeks 5-10 (or longer depending on scope): Model Building & Testing.** This is the technical part. I'll be building the actual machine learning models or data science solutions. It's iterative, meaning I'll build a version, test it, get your feedback, and then refine it. You'll see progress, and we'll make sure it's solving the problem we set out to tackle. My focus here is on accuracy and practical applicability for your Largo business.
4. **Weeks 11+: Deployment & Handover.** Once the solution is built and tested, I'll help you integrate it into your existing systems. This might mean setting up automated reports, deploying a predictive model, or simply providing you with clear instructions on how to use the insights I've uncovered. My aim is to make sure you can use what I've built effectively, and I'll stick around for a bit to make sure everything's running smoothly.
## What it costs, roughly
I prefer fixed-fee projects whenever possible. It keeps things clear, and you know what you're getting into upfront. For a smaller, focused pilot project — say, getting a handle on your customer data and building a basic churn prediction model — you're generally looking at something in the low five figures. More complex engagements, with multiple models or extensive data integration, can certainly go higher. I'm happy to provide a detailed, no-obligation quote after our initial chat. No surprises, I promise.
## Who I'm usually NOT a fit for
I'm a solo operator, not a large consulting firm. That means I'm probably not the right choice if you're a massive enterprise needing a team of 50 people for a multi-year, multi-million dollar transformation. I also tend to be a poor fit for businesses that don't have *any* digital data to work with yet, or those who are just looking for someone to 'do AI' without a clear problem they want to solve. My sweet spot is working with established small to medium-sized businesses in and around Largo who have a specific challenge they think data or machine learning could help with, and who appreciate direct communication and practical solutions.
## Getting in touch
If any of this sounds like it might be a fit for your Largo business, I'd genuinely love to hear from you. The first step is always a quick, no-pressure conversation so I can understand what you're trying to achieve. Feel free to book a 20-min call right on my website. No sales pitch, just a friendly chat to see if there's a good mutual fit.
FAQs — Largo
How do I know if machine learning is worth it for my Largo business?
The best way to figure that out is with a quick chat. If you have data and a problem that involves prediction, optimization, or automation, there's a good chance it could help. I'll tell you honestly if I don't think it's a fit.
Do you only work with companies in Largo, Florida?
While I love working with local Largo businesses, I can certainly work with companies outside the area too. Most of my work can be done remotely, though I do enjoy face-to-face meetings when practical.
What does the first 2 weeks of an engagement look like?
The first couple of weeks are all about understanding your business, your data, and what you want to achieve. We'll have detailed discussions, and I'll start securely accessing and exploring your data to get a lay of the land.
How long do these projects usually take?
It really varies, but for a focused pilot project, you're usually looking at somewhere between 10 to 14 weeks from start to finish. More complex projects, naturally, take longer.
Do I need to be a tech expert to work with you?
Absolutely not. My job is to translate complex technical concepts into plain English for you. You just need to understand your business well; I'll handle the data science and machine learning side of things.