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Projects

Real tools, built on real data

Every project starts from an actual problem — not a demo. Here’s how they’re built, and what they prove technically.

Featured project · Validated on a real task

Pulso Cafetero

The Colombian coffee market, integrated and report-ready

Brings together in one app the international coffee price (ICE Coffee C), the USD/COP exchange rate, the FNC domestic reference price and national production and exports since 2023. Clean, comparable series with Excel and CSV downloads, a bilingual executive PDF brief and a price & margin simulator.

  • Tested on a real task by the Research Director at CRECE
  • Estimated 40–60% time savings preparing report inputs
  • Full traceability: every series keeps its date, unit and source
  • Bilingual (ES/EN), with automated data refresh on business days
kitconsultayreporte.streamlit.app

What people say

“Its main value lies in reducing the time spent searching for, organizing and cross-checking information that is normally scattered across different sources. […] The confidence to use it in a professional context comes from the fact that it preserves the traceability of sources, units and periodicities, and is clear about its scope.”

Research Director

Centre for Regional Coffee and Business Studies (CRECE), Colombia

On Pulso Cafetero, after using it on a real task of her research team. Translated from Spanish.

See the case details
Real task
Sector analysis of recent behaviour in the Colombian coffee market: international price, exchange rate, domestic reference price, production and exports, viewed together.
What she reused
The executive PDF brief, the comparable charts and the downloadable CSV series, attached to working documents and follow-up analysis.
Time saved
From 2–3 hours down to about 1 hour or less per deliverable: an estimated 40–60% saving.
Why she trusted it
Traceability of sources, units and periodicities; series kept at their real cadence, with no artificial filling; and clarity about the tool’s scope.

Personal opinion from a real-task trial; it does not represent sponsorship or institutional endorsement by CRECE.

Project

Radar de Mercados

Export-market intelligence built on real data

Given a Colombian export product, the tool ranks 26 destination markets by combining commercial opportunity (demand, growth, market share, tariffs) with a macroeconomic stability filter. Every metric cites its academic definition and is covered by automated tests.

  • Real data from UN Comtrade, World Bank and WITS
  • Glass-box scoring engine: every number is auditable
  • What-if simulator: re-weight the metrics live
  • Bilingual (ES/EN), with CSV, Excel and PDF export
radar.juanjojaramillo.com

More projects coming soon.

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