est_2020 · kigali_rw active · open source · community-run

Open source
built in Kigali.

A community of Rwandan software developers — maintaining open source libraries, shipping locally-rooted software, studying AI together, and creating paid work for one another.

5yrs building together
since 2020
14,837 rwandan villages mapped
in our open data library
100% mit licensed
fork it, ship it
01 / community

A place to build with other
Rwandan developers.

A shared WhatsApp community, informal meetups in Kigali, code review on real production work. Whether you're starting out or have been shipping for years, there's a chair for you.

01.1

Collaborate & learn

Work on real open source projects with developers who'll review your pull requests and tell you when they smell off.

01.2

Events & meetups

Informal hack nights, talks, and workshops — mostly in Kigali, sometimes online. Nothing fancy. Pizza optional.

01.3

Share knowledge

Ask the dumb question, share the elegant fix, write the post-mortem. Active WhatsApp groups for help, hiring, ideas, and AI.

Join whatsapp
02 / open_source

What we've shipped so far.

Two production projects, fully owned by the community. We list real impact only — no inflated metrics.

projecttypedetaillinks

Rwanda Locations Library

TypeScript library covering Rwanda's full administrative tree — provinces, districts, sectors, cells, villages.

open source · mit 14,837 villages indexed GitHub npm

Itegure

Web & USSD platform built with the Rwanda Education Board to keep parents informed during COVID-19 school closures.

partnership · reb en · kin · fr multi-language, ussd & web Visit site
$npm install @devrw/rwanda-location
02b / community_members

Projects from members.

Open source work shipped by individual community members. We list — we don't gate-keep.

projectbydetaillinks

text-db-query-ai

Secure LLM-powered converter that turns natural language into database queries. Multi-ORM support, SQL-injection prevention, access controls, row-level filtering.

ai · llm TypeScript mit · npm published GitHub npm

Got an open source project to share?

Submit it — if it's open source and relevant, we list it here. No curation gate.

Heads up: about a thousand npm downloads of rwanda-location in the last twelve months. Modest, growing, mostly used by teams in Rwanda and the diaspora. Honest numbers beat inflated ones.
03 / ai_work
ai · ml · kinyarwanda nlp

Learning AI, building with it.

AI is the area the community is most actively exploring right now. Not as hype — as a real engineering shift that's already changing the kind of products our members build. We're studying it together, not pretending we've already mastered it.

03.1 study circle · weekly

AI study circle

A recurring informal session where members work through papers, evaluate models, share prompts, and walk each other through what they're building — hands-on demos, not slide decks.

  • Paper-of-the-week threads
  • Open evaluations of OSS models
  • Prompt & agent design clinics
03.2 african nlp

Kinyarwanda & African NLP

Most foundation models barely speak Kinyarwanda. Members are building and evaluating models for African languages, and publishing the datasets along the way.

  • Open benchmark datasets
  • Fine-tuning on local corpora
  • Kinyarwanda translation evals
03.3 applied ai

AI-augmented tooling

RAG over local datasets, USSD bots backed by LLMs, AI-assisted code review, classifiers for African product data — tools we use ourselves, then publish.

  • RAG & retrieval systems
  • LLM-backed USSD bots
  • Open source when ready
Join #ai on whatsapp
04 / how_we_sustain

Open source is the passion. Paid work pays for it.

When teams hire DevRW for software work, that revenue funds the libraries we keep open, the events we host, and the developers we onboard. There is no separate sponsor.

04.1

Custom development

Community developers build production applications with modern tooling. Every paid project funds the open source side and creates onboarding ground for newer engineers.

  • Web apps & internal platforms
  • Mobile (iOS / Android / RN)
  • USSD & SMS integrations
  • APIs and data infrastructure
  • AI integration & RAG systems
04.2

Developer placements

We connect companies with community members for full-time, contract, and project-based work — at fair rates, both sides.

04.3

Open source maintenance

Revenue from professional work funds the upkeep of the Rwanda Locations Library and any future tools the community adopts.

05 / principles

What we try to be.

No polished mission statement. These are the working principles.

01

Open source first

Everything we can publish, we publish. The Rwanda Locations Library exists because the data should be free.

02

Community powered

Decisions happen in WhatsApp messages, not in a board room. Anyone can propose a project; anyone can review it.

03

Locally rooted

USSD where SMS is what people use. Kinyarwanda where Kinyarwanda is the working language. AI fine-tuned for African languages, not just English.

04

Honest about scale

We're a small group with two real projects. No inflated download counts, no fake testimonials. Numbers on this site are the real numbers.

05

Pay fairly

Community work is voluntary; client work is not. When we place a developer, the developer gets paid first, then the community.

06

Boring + durable

TypeScript, tests, documentation. Pull requests get reviewed before they ship. Deliberate, durable, dull in the best way.

06 / voices

One partnership worth talking about.

We work with a handful of organisations a year. Itegure — built with the Rwanda Education Board during COVID-19 — is the project we're most proud of.

DevRW shipped a multi-language USSD and web platform that reached parents across the country when schools were closed. The work was fast, considered, and locally aware.

Rwanda Education Board · partner on Itegure (2020)

Open source tools built for African data are still rare. Having the country's administrative tree as a typed, documented npm package saves us a real chunk of engineering time.

Engineering team · user of @devrw/rwanda-location

Got a project, an idea, or a CV worth sharing?

We read everything. Real replies, usually within a working day.