Projects

I have spent eight years as a geospatial data engineer and geoscientist. I built the first 3D geological model of the Coscuez emerald deposit and ArcGIS monitoring workflows for Colombia's maritime authority (DIMAR). At Arkho I shipped the AB InBev invoice pipeline that normalized 30 to 40 supplier formats with Textract and Step Functions, then the Casaideas SAP-to-cloud flow on Glue and PySpark. Each card below names the client, the stack, and the problem the work solved.

AI/Automation

Local AI Upscaler — AMD GPU (Vulkan)

Single-file Python CLI that upscales AI-generated images for print on AMD GPUs in Windows · Real-ESRGAN NCNN + Vulkan, no CUDA, no cloud.

  • Python
  • Real-ESRGAN
  • NCNN
  • Vulkan
  • +1 more
AI/Automation

Research-First Skill

Claude Code skill that forces agents to find existing tools, libraries, and templates before reinventing the wheel.

  • Claude Code
  • Markdown
  • Agent Skills
AI/Automation

Ritual QR Puzzle

Duplex fold-and-backlight QR puzzle generator. Print it, fold it, hold it to a lamp, and the hidden QR resolves.

  • Python
  • Pillow
  • qrcode
  • ReportLab
  • +1 more
AI/Automation

OpenClaw — Personal AI Automation System

A personal AI workflow system built on Claude Code, MCPs, and custom skills that operates across development, career management, and knowledge work.

  • Claude Code
  • MCPs
  • Obsidian
  • Python
  • +1 more
Data Engineering

Housing Simulator

Streamlit app that compares rent vs. buy housing scenarios for the Colombian market with ROI metrics.

  • Python
  • Streamlit
  • Pandas
Data Engineering

Coca-Cola Chile Distribution Data Flow

Data engineering contributor on a large-scale logistics and distribution data pipeline for Coca-Cola Chile, with direct client interaction and quality-gated delivery.

  • AWS
  • Python
  • SQL
  • PySpark
  • +2 more
Data Engineering

AB InBev Invoice PDF Automation

Acting architect on a serverless AWS pipeline (Textract, Lambda, Step Functions) that normalized invoice PDFs from 30–40 supplier formats into structured data for downstream business workflows.

  • AWS Lambda
  • AWS Step Functions
  • AWS Textract
  • AWS SQS
  • +4 more
Data Engineering

Casaideas SAP-to-Cloud Pipeline

Built key stages of a Glue + PySpark pipeline that moves daily SAP extracts into a layered cloud warehouse, with lineage tying every record back to its source extract, for Latin American retailer Casaideas.

  • AWS S3
  • AWS Glue
  • PySpark
  • SQL
  • +1 more
Geospatial

ViENOS — Oceanographic ENSO Monitoring Dashboard

An open-source Python/Dash platform that monitors El Niño / La Niña (ENSO) conditions on Colombia's Pacific, built during my GIS work with the national maritime authority (DIMAR).

  • Python
  • Dash
  • Plotly
  • GeoPandas
  • +2 more
Geospatial

DIMAR COVID Geospatial Monitoring

Built a geospatial COVID monitoring workflow for Colombia's national maritime authority using ArcGIS Online and Python, supporting institutional decision-making during the pandemic.

  • ArcGIS Online
  • Python
  • QGIS
  • Survey123
Geospatial

Fura Exploration — Geological Reporting & Licensing Maps

Owned the GIS information base and reporting cartography for Fura's Coscuez emerald operation in Boyacá, Colombia: QGIS and ArcGIS map series for investor, environmental, and licensing audiences, plus the first 3D geological model of the deposit and Python automation that cut ~100 hours of reporting work per year.

  • QGIS
  • GIS
  • Python
  • Leapfrog
  • +1 more