AI in production, in weeks.

I build software and web platforms with built-in AI end to end for companies and institutions: assistants that work with your data, custom systems and automations. What used to take years reaches production in weeks, and keeps growing.

You talk directly to me

Experience

AI platforms in production

ININDETEC / SEMAR emblemSIMDA emblem

National scale · Mexican Navy (SEMAR)

SIMDA: real-time air and maritime intelligence

Common Operational Picture that brings together vessels, aircraft, radars, satellites and ports, with AI that detects anomalies, attributes them to those likely responsible and produces evidence-backed reports, 100% on the client's own servers.

8Weeks to production
100%On Navy servers, no cloud
80+AI agent actions
See the full case
IUK English America logoBusiness English Pro logo, presented by IUK English

AI learning platform

IUK English: AI‑assisted certification

Custom English courses: from a truck driver at a traffic inspection to the Mass in English and the NCLEX, with AI-powered practice, assessment and measurable progress.

3Weeks to production
5 daysFor a month's worth of work
100+Active students
See the full case

How to hire me

From your first message to a working system

  1. 01 · Free

    You tell me what you need

    Over WhatsApp or email, in your own words. You don't need to know about technology.

  2. 02 · No commitment

    We talk through your case

    I learn your process and tell you whether AI is a good fit or something simpler is.

  3. 03 · In writing

    You get a proposal

    Scope, timeline and price in writing. You decide whether we go ahead.

  4. 04 · 3 to 8 weeks

    I build in stages

    Every stage ends with something working that you try yourself, until it reaches production.

  5. 05 · With support

    You put it to work

    I train your team and, if you want, I stay in charge of keeping it running well.

Results

The same discipline, applied to your business

I optimized scientific simulations until they ran 678.9 times faster. That is how I approach any process that is slow or expensive.

678.9x

Molecular transport on GPU

Molecular simulation rewritten for GPU: more than 14,000 scenarios tested.

< 8 days

Tumor immunosurveillance

Peer-reviewed · IEEE ROPEC 2025

From more than 32 days of computing to under 8. Published by IEEE.

6 hours

Brownian dynamics (bachelor's thesis)

From 30 days to 6 hours with GPU parallelism.

See simulations, charts and code
Portrait of Rodolfo Gallegos

About me

Rodolfo Gallegos

Physicist with a master's in computer science. I take AI from idea to production.

I come from scientific computing: I optimized simulations until they ran 678.9 times faster and published an IEEE paper. Today I use that same method to take AI platforms to production, working directly with you.

Before you reach out

Frequently asked questions

What is worth knowing before you message me.

Do I need to know about technology to work with you?

No. You tell me what you want to solve in your business or institution, and I take care of the technical side. I explain everything in plain terms, without jargon, and we only go into technical detail if your own team needs it.

Do you only work with small companies, or with institutions too?

Both. I work with small businesses, companies and public institutions. What changes is the scope, the security requirements and the way we deliver.

What happens to my data? Is it safe to use AI in my company?

Your data is yours. I can work with models that run on your own servers, without your data ever leaving for the internet, when privacy is critical, or in the cloud when you prefer speed and lower cost. You decide how much control you need.

How much does a project cost?

I don't publish list prices, because every project is different. You tell me what you want to build and I send you scope, estimated time and price, at no cost and before you decide anything. I can work by milestones or by the hour.

How long does the quote take?

The quote with scope, time and price depends on the size of the project: a small one takes a few days; for a large one, we first talk to define the scope properly, because a rushed figure is no use to you.

How do you decide which technology to use?

I research before building. I compare options for each piece of the system (models, services, infrastructure) and choose the most affordable one that meets your needs. That way you don't overpay for technology you don't need.

How long does it take to have something working?

It depends on scope, but the first version usually reaches production in 3 to 8 weeks. After that we keep developing in stages, so you see real results from the start and the platform keeps growing with use.

What if I need help after the system is up and running?

I offer an operation and support plan where I make sure everything keeps running well, fix whatever is needed and update the security controls. I don't leave you alone with a system you don't know how to maintain.

Get in touch

Let's talk about your project

Message me on WhatsApp or email me the details of your project. I reply myself.