From scattered tools to systems your team actually uses.
I help businesses organize their information, automate the busywork, and turn data into decisions so that the business runs on systems, not on someone's memory.
Data Documentation
Same shape on every page, so a new dev finds the endpoint they need without spelunking the codebase. The structure absorbs new endpoints instead of bending around them.
What changed
Internal Glossary
One definition per term, owned and dated. The recurring "wait, what do we mean by X" debate dies, and onboarding cuts a handful of repeat questions in week one.
What changed
Wikis
Most personal wikis collapse under their own growth. This one was built so the structure absorbs new pages instead of buckling around them.
What changed
SOPs
Same shape every procedure — synopsis, scope, steps, version. A new hire runs the operation the same way the senior does, from the document.
What changed
Presentation
Decks that teach instead of recap. The audience walks away with a way of seeing the thing — not a list of bullet points they'll forget five minutes later.
What changed
Infographics
One page. One glance. Months on a wall. Compresses a system, process, or decision into something a reader gets first and references later.
What changed
Data Validation
Validation on both sides of the wire — instant feedback on the client, source-of-truth rules on the server. Every value that lands downstream is standardized, reliable, and safe to act on.
What changed
Tableau Prep
Pick up the flow cold, change one cleaning node, run it. Nothing downstream breaks. Visual flows that turn messy source files into analysis-ready datasets without burying the steps.
What changed
Clean Modeling
A new engineer is functional in minutes — not from reading CREATE TABLEs, but from a color-coded diagram that shows how the database fits together.
What changed
Process Capability
An average can hide a process that misses spec a third of the time. Capability analysis catches what the average smooths over.
What changed
Dashboards
Three clicks from the headline to the cause, no analyst on the call. Built around the question someone was actually asking, not the data the warehouse happened to have.
What changed
Attribute Prediction
A 3D decision surface you can rotate. The model's behavior becomes inspectable instead of opaque — and stakeholders get something concrete to question.
What changed
Dynamic Reporting
An analyst used to be the loop between question and answer. Now the user closes it themselves — pivot, filter, drill on demand.
What changed
Internal tooling
Purpose-built apps for the workflow no SaaS quite covers. The team gets the exact tool the work needs — fast to use, easy to teach, easy to change.
What changed
Continual Improvement
Variation crosses from normal to special, the chart pages someone. Hours, not the next standing meeting. The system watches itself.
What changedA practitioner across the data lifecycle.
I work at the unique convergence of data, UI/UX, and internal tool development — turning numbers into something people can actually understand, trust, and act on. I build the pipelines, structure the information, surface what matters, and document the systems that retain the gain.
Relevant Experience
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Shipper Agent & Logistics Analyst — TopBuild
Rebuilt the daily-shipping playbook so dispatchers, carriers, and analysts read the same status without three phone calls. Owned the audits, reports, and daily metrics the desk actually ran on.
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Microgreens business — Local Business
Built a local business from scratch — planning, finances, customer relationships, marketing — all running off systems I designed and tightened as I learned what held up under load.
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Data Content Creator — YouTube & Twitch
Make educational data content — scripts, demos, tutorials — that turn complex topics into clear visual lessons people actually finish, building a community around the work.
- SQL
- Python
- Tableau
- Excel
- AWS
- Claude
Education
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Business Administration — Associate's
Developed a strong foundation in management, finance, and organizational strategy, focusing on decision-making, process optimization, and cross-functional business communication.
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Computer Programming — Associate's
Developed a foundational understanding of object-oriented programming practices, semantic code, and algorithmic processes to solve problems dynamically.
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Database Technology — Associate's
Building understanding of database design, management, and tuning for crafting business intelligence solutions in other data analytic programs.
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Information Technology — Bachelor's
Building working knowledge of networks, systems administration, and cloud infrastructure — rounding out the operational layer that data pipelines and dashboards depend on to run.
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Microsoft Office Master Specialist Microsoft -
Tableau Data Analyst Tableau -
Six Sigma Green Belt ASQ Certified -
AWS Data Engineer Amazon Web Services In progress -
Adobe Professional Visual & Video Designer Adobe Planned
See What I'm Up To.
Most of what I make ends up on one of the platforms below. If your team's losing time to messy files, unclear processes, or reports nobody trusts — that's exactly the work I do. Email is the better channel if you want to start something — a role, a project, a question. MyAvidAnalytics@gmail.com