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Portfolio

I build web applications for climate nonprofits, civic tech organizations, and mission-driven startups. Here are examples of my work.

Generative AI

Tools and research involving large language models.

AI Feasibility Analysis

People Powered

LLM Model comparison grid

Can AI models help us provide better guidance to end users in navigating a complex process?

That's the question we tried to answer. The results were encouraging: LLMs can help users navigate a complex process —but some models are much better than others.

Tasks involved:

  • Define research goals.
  • Design prompts and sample context.
  • Select test models.
  • Design and run the experiment.
  • Present a report of outcomes and recommendations.

WSID (What Should I Do?)

Small AI Application — personal project

Tool panel showing the description of a decision the user is making Tool panel showing the factors involved in making a decision

A tiny tool that helps the user make complex decisions.

An exercise in AI engineering. Structured LLM output and rich interfaces.

  • A visual aid for reasoning.
  • Test the ability of open-source models.
  • Structured output / tool use.
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Databases

Structured systems for managing and accessing information.

UN Advocacy Tool

Sexual Rights Initiative

Database search interface Feature: save search criteria Database search results

A tool with fine-grained search of United Nations agreements on sexual and reproductive health and rights.

The database is mainly a resource for advocates and researchers who need to track and analyze agreements reached through different UN mechanisms.

  • Airtable integration.
  • Full-text search with Elastic Search.
  • Rich content structure and search criteria.

In collaboration with Matrushka —my former consultancy.

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ICPD +25 Database

International Planned Parenthood Federation

Database search interface

Database of government commitments made during the Nairobi ICPD+25 Summit.

The client needed the database in time for an event. In a tight schedule, we developed the database, which included an integration to migrate content from Google Sheets.

  • Large amounts of structured content imported from an existing Google Sheets document.
  • Launched in less than a month, in preparation for a public event.
  • Content maintained in Google Sheets.

In collaboration with Matrushka —my former consultancy.

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Maps

Interactive mapping applications for spatial data and decision-making.

PAMIC - Watershed Management Plans

Mexican Fund for the Conservation of Nature (FMCN) / Mexican Institute of Ecology and Climate Change (INECC)

Map Screen with research details Table comparing sexual rights laws between various countries

Map visualization of the state of laws related to sexual rights.

  • Drupal-based content management system (CMS).
  • The public site is fast and works even if the CMS is off.
  • Map visualization allows easy comparison.
  • Printer-friendly research documents.
  • Built with the Matrushka team.

In collaboration with Matrushka —my former consultancy.

Website no longer online.

Sexual Rights Database

Sexual Rights Initiative

Map Screen with research details Table comparing sexual rights laws between various countries

Map visualization of the state of laws related to sexual rights.

  • Drupal-based content management system (CMS).
  • The public site is fast and works even if the CMS is off.
  • Map visualization allows easy comparison.
  • Printer-friendly research documents.
  • Built with the Matrushka team.

In collaboration with Matrushka —my former consultancy.

Visit app

Wizards

Step-by-step tools that guide users through complex processes.

Participation Playbook

People Powered

Database search interface Feature: save search criteria Database search results Database search results

A tool with fine-grained search of United Nations agreements on sexual and reproductive health and rights.

The database is mainly a resource for advocates and researchers who need to track and analyze agreements reached through different UN mechanisms.

  • Airtable integration.
  • Full-text search with Elastic Search.
  • Rich content structure and search criteria.

In collaboration with Matrushka —my former consultancy.

Visit app

Let's build things together

Schedule a 30-minute exploratory call to discuss your project and determine if we're a good match.

You'll get clarity on your project's feasibility, potential approaches, and realistic next steps. I'll answer your questions directly based on 20 years of experience.

If working together makes sense, I'll follow up with a proposal.

Schedule now
"

Our projects were both completed on budget and ahead of schedule, and the results surpassed our expectations.

I can strongly recommend their services to anyone looking for a small and nimble team[...]

— Autum Corvus. Founder, Canadian Council for International Co-Operation