I will build custom ai powered dashboards

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Ryan B

About this gig

I build custom AI-integrated dashboards that turn messy data into something you can actually see and act on.


Got a data source with no clean way to make sense of it? An inbox, a spreadsheet, an API, a database. Records pile up faster than anyone can sort by hand, and there's no single screen to work from. That's what I build.


My approach uses a two-layer classifier. Rule-based logic handles the bulk of the sorting. An AI fallback (Claude) catches the edge cases the rules can't resolve, and results are cached so each record is classified once. Accuracy stays high, API costs stay low.


What you get: a live, hosted dashboard with search, filtering, status detection, and charts, connected to your data through a clean pipeline. Higher tiers add multiple data sources, source code, and a custom MCP server so you can query your data through Claude.


My stack: Python, Flask, JavaScript, and APIs like Microsoft Graph, deployed on Render and Netlify. There's a live build in my portfolio you can try.


How I work: I build with an AI-assisted workflow, directing the architecture and classification logic. Message me before ordering so we can scope your project.

Get to know Ryan B

Ryan B

I build AI powered data dashboards

  • FromUnited States
  • Member sinceJul 2026
  • Avg. response time1 hour
  • Languages

    English, Hindi
I build custom dashboards that classify and track data, powered by a mix of rule-based logic and AI. There's a live one in my portfolio you can click through and try. Before this, I spent 13 years at American Express, most recently leading a team doing AI quality and human data operations: reviewing model outputs, running annotation teams, and building the quality standards production AI models were measured against. That work is why I'm careful about accuracy, edge cases, and the difference between a classifier that looks right and one that is. Got data you can't see clearly? Message me.

My Portfolio