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Addded quick_navigation for /technical-tools/ folders EN NL
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‎content/english/technical-tools/BDT.md‎

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(higher-dimensional) proxy discrimination by the BERT-based
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disinformation classifier
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team:
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title: Bias detection tool team
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title: Unsupervised bias detection team
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icon: fas fa-user-friends
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button_text: Other teams
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id: team
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button_link: /about/teams/
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team_members:
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- image: /images/people/FHolstege.jpeg
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bio: |
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PhD-candidate, Swiss AI Lab IDSIA
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- image: /images/people/MJorgensen.jpeg
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name: Mackenzie Jorgensen
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name: Mackenzie Jorgensen PhD
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bio: |
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PhD-candidate Computer Science, King’s College London
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Researcher Alan Turing Institute, London
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quick_navigation:
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title: Content overview
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links:
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- title: Introduction
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url: '#info'
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- title: Tool
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url: '#web-app'
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- title: HBAC algorithm
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url: '#HBAC'
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- title: FAQ
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url: '#FAQ'
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- title: Team
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url: '#team'
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type: bias-detection-tool
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---
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{{< container_close >}}
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{{< container_open title="FAQ" icon="fas fa-question-circle" >}}
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{{< container_open title="FAQ" icon="fas fa-question-circle" id="FAQ">}}
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##### Why this bias detection tool?
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{{< container_close >}}
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{{< team >}}
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{{< team id="team" >}}

‎content/english/technical-tools/SDG.md‎

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training and debiasing algorithmic systems. At Algorithm Audit, we build
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public knowledge how SDG can be used best for AI bias testing.
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image: /images/svg-illustrations/knowledge_base.svg
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team:
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title: Synthetic data generation team
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icon: fas fa-user-friends
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button_text: Other teams
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button_link: /about/teams/
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team_members:
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- image: /images/people/EMenvouta.jpeg
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name: Emmanuel Menvouta PhD
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bio: |
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Freelance machine learning engineer, specialized in SDG methodology
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- image: /images/people/JParie.jpg
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name: Jurriaan Parie
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bio: |
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Director and board member at Algorithm Audit
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- image: /images/people/MLisdonk.png
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name: Maikel van de Lisdonk
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bio: |
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Freelance software developer
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- image: /images/people/RLangius.jpg
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name: Ruben Langius
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bio: |
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Freelance software developer
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quick_navigation:
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title: Content overview
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links:
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- title: Introduction
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url: '#info'
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- title: Tool
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url: '#web-app'
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- title: Bias testing applications
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url: '#bias-testing'
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- title: Past usage
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url: '#past-usage'
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- title: Team
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url: '#team'
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---
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{{< container_open title="Synthetic data generation – What is it?" icon="fas fa-database" id="info" >}}
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Furthermore, the AI Act (Article 10) contains a specific provision regarding the utilization of synthetic data for bias detection and mitigation, mandating AI system providers to rectify biases using synthetic or anonymized data rather than relying solely on "appropriate safeguards."
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{{< container_close >}}
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{{< team id="team" >}}

‎content/nederlands/technical-tools/BDT.md‎

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https://static-files-pdf.s3.amazonaws.com/bias_scan_FPR_test_pred_BERT.pdf
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content: "Voorbeeld van automatisch gegenereerde biasgegevens over \_[BERT-gebaseerde desinformatie detectie-algoritme (FPR) case study](https://static-files-pdf.s3.amazonaws.com/bias_scan_FPR_test_pred_BERT.pdf)\n"
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team:
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title: Bias Detectie Tool Team
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title: Unsupervised bias detectie team
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icon: fas fa-user-friends
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button_text: Andere teams
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id: team
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button_link: /nl/about/teams/
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team_members:
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- image: /images/people/FHolstege.jpeg
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bio: |
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PhD-kandidaat, Swiss AI Lab IDSIA
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- image: /images/people/MJorgensen.jpeg
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name: Mackenzie Jorgensen
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name: Mackenzie Jorgensen PhD
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bio: |
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PhD-kandidaat Computer Science, King’s College London
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Onderzoeker Alan Turing Institute, Londen
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quick_navigation:
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title: Content overview
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links:
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- title: Inhoudsopgave
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url: '#info'
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- title: Tool
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url: '#web-app'
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- title: HBAC algoritme
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url: '#HBAC'
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- title: FAQ
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url: '#FAQ'
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- title: Team
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url: '#team'
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---
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{{< container_open title="Bias detectie tool – Wat is het?" icon="fas fa-search" id="info" >}}
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{{< container_close >}}
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{{< container_open title="Veelgestelde vragen" icon="fas fa-question-circle" >}}
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{{< container_open title="Veelgestelde vragen" icon="fas fa-question-circle" id="FAQ">}}
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##### Waarom deze bias detectie tool?
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{{< team >}}
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{{< team id="team">}}

‎content/nederlands/technical-tools/SDG.md‎

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Algorithm Audit bouwen we praktische publieke kennis op hoe SDG ingezet kan
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worden voor AI bias testing.
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image: /images/svg-illustrations/knowledge_base.svg
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team:
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title: Synthetic data generation team
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icon: fas fa-user-friends
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button_text: Other teams
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button_link: /about/teams/
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team_members:
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- image: /images/people/EMenvouta.jpeg
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name: Emmanuel Menvouta PhD
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bio: |
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Freelance machine learning engineer, specialized in SDG methodology
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- image: /images/people/JParie.jpg
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name: Jurriaan Parie
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bio: |
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Directeur-bestuurder Algorithm Audit
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- image: /images/people/MLisdonk.png
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name: Maikel van de Lisdonk
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bio: |
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Freelance software developer
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- image: /images/people/RLangius.jpg
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name: Ruben Langius
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bio: |
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Freelance software developer
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quick_navigation:
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title: Content overview
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links:
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- title: Introduction
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url: '#info'
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- title: Tool
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url: '#web-app'
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- title: Bias testing toepassingen
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url: '#bias-testing'
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- title: Voorbeelden
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url: '#past-usage'
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- title: Team
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url: '#team'
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---
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{{< container_open title="Synthetische data generatie – Wat is het?" icon="fas fa-database" id="info" >}}
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Artikel 10 van de AI Verordening bevat specifieke bepalingen over het gebruik van synthetische data voor bias detectie en -mitigatie doeleinden. Er geldt bijvoorbeeld een inspanningsverplichting voor aanbieders van AI-systemen om biases in data te rectificeren met behulp van synthetische of geanonimiseerde data.
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{{< container_close >}}
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{{< team id="team" >}}

‎layouts/shortcodes/reports_preview.html‎

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<!-- Recent audits -->
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<div class="container-fluid mt-5 p-0">
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<div id={{.Get "id" }} class="shadow mobile-desktop-container-layout rounded-lg">
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<div class="shadow mobile-desktop-container-layout rounded-lg" id={{.Get "id" }}>
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{{ with .Page.Params.Reports_preview}}
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<div class="row">
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<div class="col-12">

‎layouts/shortcodes/team.html‎

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{{ $_hugo_config := `{ "version": 1 }` }}
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<!-- team -->
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{{ with .Page.Params.team}}
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<div class="container-fluid mt-5 p-0">
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<div class="shadow mobile-desktop-container-layout rounded-lg" id="{{ .ID }}">
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<div class="shadow mobile-desktop-container-layout rounded-lg" id={{.Get "id" }}>
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{{ with .Page.Params.team}}
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{{ if .icon }}
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<!-- Title and icon -->
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<h3 class="">
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<a href="{{.button_link}}"><label class="btn">{{.button_text}}</label></a>
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</div>
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<!-- /button -->
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{{ end }}
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</div>
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</div>
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{{ end }}
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<!-- /team -->

‎static/images/people/MLisdonk.png‎

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‎static/images/people/RLangius.jpg‎

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‎static/images/people/SNas.jpeg‎

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