BMY

Data Engineering, Automation & Analytics Services

From the pipelines that collect your data to the models that predict what's next, built for small and mid-sized businesses in Hamilton, Ohio, and across the U.S.

01

Data Engineering & Infrastructure

One trusted home for all of your business data.

Most businesses run on a dozen tools that don't talk to each other: a store, a CRM, accounting software, ad platforms, and a pile of spreadsheets. I build the pipelines that bring that data into one warehouse, cleaned, modeled for reporting, and refreshed on a schedule, so every report starts from the same numbers.

A good fit if

Your reports disagree depending on who pulls them, or month-end means exporting and stitching spreadsheets together by hand.

What I build

  • Automated pipelines (ETL/ELT) from APIs, databases, and spreadsheet exports
  • A cloud data warehouse in BigQuery or PostgreSQL, with a reporting-ready data model
  • Incremental loads that are safe to rerun, with data-quality checks on every run
  • Run logs, monitoring, and alerts that reach a person when something breaks
  • Documentation your team, or the next engineer, can actually follow

Tools I use

Python
SQL
BigQuery
PostgreSQL
Google Cloud
Docker
GitHub Actions
See an exampleA self-running crash data platform for the City of Cincinnati open-data feed
02

Custom Automation

Hand off the data work your team repeats every week.

If someone on your team spends hours each week copying data between systems, rebuilding the same spreadsheet, or chasing numbers for a report, that work can run on its own. I build automations around how your business already works, and make sure they tell you when something needs a human.

A good fit if

The same export, clean, and paste routine happens every week, or a key report depends on one person remembering to run it.

What I build

  • Scheduled jobs that move and reconcile data between your systems
  • Recurring reports built and delivered automatically, by email or dashboard
  • Alerts for what needs attention: low stock, missed targets, unusual activity
  • Lightweight internal tools that replace fragile spreadsheet workflows
  • Cloud hosting and scheduling, so nothing depends on one person or one laptop

Tools I use

Python
REST APIs
Cloud Run
Cloud Scheduler
Streamlit
Docker
See an exampleA retail check-up tool that turns inventory and sales data into plain-English stock-out warnings
03

Analytics & Data Science

See what's happening now, and what's likely to happen next.

Once your data is reliable, it can answer harder questions. I build the dashboards you run the business on, and the predictive models behind decisions that depend on what comes next: how much to stock, which customers are about to leave, and where your marketing budget will go furthest.

A good fit if

You have years of sales and customer data but still plan on gut feel, or you can't tell which customers and campaigns actually make money.

What I build

  • KPI dashboards in Power BI or Tableau, connected to your warehouse
  • Customer segmentation to find your most valuable and at-risk customers
  • Demand and sales forecasts for planning inventory, staffing, and cash flow
  • Prediction models for churn, risk, and conversion, explained in plain English
  • Campaign and A/B test analysis that separates real results from noise

Tools I use

Python
SQL
scikit-learn
XGBoost
Power BI
Tableau
See an exampleA free, open-source customer segmentation app that runs entirely on your own computer

How an engagement works

Every business is different, so every engagement starts with understanding yours. You work directly with me at every step, and you own everything I build.

  1. 1

    Discovery call

    A free 30-minute conversation about where your data lives, what's slowing you down, and what you want to know. You leave with a clear next step, even if we don't work together.

  2. 2

    Written scope

    A plan with deliverables, a timeline, and a price, agreed before any work starts. If a small first project is the right way to prove the value, I'll say so.

  3. 3

    Build

    I work in short milestones and show you working results early, so you can steer as we go instead of waiting for a big reveal.

  4. 4

    Handoff and support

    You get the code, documentation, and a walkthrough for your team. I stay available for fixes, improvements, and the next project.

Frequently asked questions

Common questions about working with BMY Analytics

Related reading

Practical guides on the topics these services cover

Not sure where to start?

Most businesses need a bit of all three. On a free discovery call we'll work out which one solves your biggest problem first.

Book a Free Discovery Call