Founder · Builder · Researcher · London

I turn research into things people can use.

I founded Workerbird, a tech-for-good startup for workers, and took it from a hackathon win to three funded, delivered projects. Before that I spent eleven years running grant-funded human rights research. I am now bringing my tech and research background to the AI safety field.

£125,000 raised across four competitive awards 2 accelerators as founder 11 yrs research management
See the work →
Building

Building tools for workers

Workerbird started life as the winning idea (called WageCheck) at a 2018 hackathon to help low-wage workers to tell whether they were being paid the legal minimum.

Over the next four years, Workerbird designed and built tools to help workers understand their working lives. I founded it alone and raised £125,000 across four competitive awards.

Sole founder
About Workerbird: team, funding, all three projects →

Personal projects

Hand-drawn blue ink illustration of a row of local shopfronts: a bar, butcher, delicatessen, bakery, fishmonger, bookshop, greengrocer and café
Project illustration by Gwen Burns
2020 · COVID lockdown

Brixton Local

During lockdown, I started a spreadsheet of local businesses still trading. It was so popular I created a website within a couple of days. There were 2,000 active users in the first week through WhatsApp and Facebook alone. After local press coverage, I recruited volunteers to rebuild it for non-technical maintainers and copy it to other areas.

The Little Window chatbot, with a cat avatar saying: Hello, I am Little Window, a chat bot to help you get the information you need
The live chatbot
2018 · with Chayn

Little Window

I approached the charity Chayn and worked with my four-person Founders & Coders project team to build a chatbot helping women experiencing gender-based violence find support. It went from first contact to live deployment in under three months, was tested with survivors and released as open source. Read the build write-up.

AI safety

AI safety

Training

  • Frontier AI Governance, BlueDot Impact (2026)
  • AI Safety, Ethics & Society, Center for AI Safety (Winter 2025 cohort)
Hand-drawn illustration of three round robot Anymata
A one-page tabletop game · 2026

At the Gate

Players are the council of a walled city when the Anymata, capable, eager to help and poorly understood, arrive at the gate. Each round a citizen asks to put them to work, and each request carries a real AI risk, from arms races to deskilling. The council can lose by letting capability outrun its ability to govern, or by losing the public's trust. One page, two dice, free, and played together in person. This game was written as my project for the CAIS course and I am working to release it.

Playtest version available by email soon.

About the game →
Research, 2006–2017

Eleven years of funded human rights research

At the Centre on Human Rights in Conflict, University of East London, I went from Research Assistant to Senior Research Fellow. I raised and managed grants, designed and ran fieldwork in Cambodia and Liberia, commissioned and edited other people's work, and turned findings into policy recommendations.

Cover of the report Local voices in internationalised justice, Centre on Human Rights in Conflict, May 2014
Nuffield Foundation · Principal investigator · 2014

Local Voices in Internationalised Justice

Nearly 4,000 victims were admitted as civil parties to the trial of the surviving Khmer Rouge leaders. They were the first victims to be included this way in an internationalised tribunal. What was their experience of participation? I designed and ran the fieldwork, interviewing 24 civil parties across five provinces of Cambodia.

“I don’t care much about reparations, but I just want them to confess, to tell the truth and to be responsible for that.” Civil party, Battambang province

Read the report (PDF) →
ProjectFunderRoleTotal grant
Building a Just and Durable PeaceEU Framework VII consortiumResearcher and Coordinator€164,021 of €1.76m
Transitional Justice as PeacebuildingUnited States Institute of PeaceResearcher and Project manager$95,447
Peacebuilding and Rule of Law in AfricaBritish Academy Larger Research GrantResearcher and Project manager£80,000
Victim participation at the ECCC (SGS/39236)Nuffield FoundationPrincipal investigator: 24 interviews across five provinces of Cambodia£14,558
The Impact of Transitional Justice on Democratic Institution-BuildingESRC / NWOResearcher£272,942

Amounts are the total value of each grant. My role on each is shown alongside.

Selected publications

  • Four Routledge books and edited volumes, including War, Conflict and Human Rights: Theory and Practice (3rd ed., 2017).
  • Peer-reviewed articles in Peacebuilding, Contemporary Justice Review and Conflict, Security and Development.
All publications →
Contact

Get in touch

I’m in London, and happy to hear from people working on AI safety, research or building things for the people they affect.

hello@johannaherman.com