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Hello, I am
Daniel Kosbab

Mathematics and Full-Stack Engineering

Portrait of Daniel Kosbab

Recent writing

Short essays on AI, alignment, math, and accessibility.

  • Screen reader testing in 20 minutes

    Most developers have never used a screen reader on their own site. Twenty minutes of actual use finds more accessibility issues than most automated audits. Here is the practical version, in detail.

    Date
    Reading
    10 min
    Category
    Accessibility
  • Why AI ethics and AI safety are different fields

    They get conflated in the discourse, and the conflation leads to arguments where both sides are answering different questions. Here is the actual distinction.

    Date
    Reading
    3 min
    Category
    AI/ML
  • Training on AI-generated data is the next mess

    The open web is filling with text generated by LLMs. The next generation of LLMs will be trained on it. The compounding problem has a name, and the solutions so far are partial.

    Date
    Reading
    3 min
    Category
    AI/ML
  • prefers-reduced-motion: what it doesn't solve

    Adding the media query is necessary and not sufficient. Here's what it covers, what it doesn't, and what you still have to design around.

    Date
    Reading
    3 min
    Category
    Accessibility

How I think about software

I'm 29, a full-stack engineer with a mathematics degree, working between Germany and the Netherlands. Math taught me to see patterns, think in systems, and break complex problems into clean, logical steps — that's still how I approach every line of code.

I also specialize in web accessibility (EN 301 549). My brain latches onto edge cases — I see the ways things break before I see the happy path. If a site doesn't work with a screen reader, it's broken. Period. I dive deep into these problems until they're actually solved, not just "fixed." Half-complete solutions bother me in a way that's hard to explain.

My Expertise

01 / 03

Mathematics

Strong foundation in mathematical modeling, optimization algorithms, and statistical analysis. Applying theoretical concepts to solve real-world challenges.

Focus
Modeling & optimization
Applied to
ML, data science
02 / 03

Full-Stack Engineering

End-to-end application engineering from database design to responsive frontends. Modern tech stack with React, Next.js, TypeScript, Node.js, and PostgreSQL.

Stack
React, Next, Node
Focus
TypeScript, SQL
03 / 03

Web Accessibility

Expert in EN 301 549 standard. Building inclusive digital experiences that work for everyone, including assistive technology users.

Standard
EN 301 549
Target
WCAG 2.2 AA

My Skills

  • Python
  • R
  • PyTorch
  • TensorFlow
  • scikit-learn
  • Keras
  • OpenCV
  • Pandas
  • NumPy
  • Plotly
  • Jupyter
  • React
  • Next.js
  • Gatsby
  • TypeScript
  • JavaScript
  • Tailwind CSS
  • Node.js
  • FastAPI
  • GraphQL
  • Docker
  • Kubernetes
  • PostgreSQL
  • MySQL
  • MongoDB
  • Supabase
  • Firebase
  • Git
  • GitHub
  • Storybook

Projects & Activities

DeepSpectrum Lab

A community of neurodivergent developers (autism, ADHD) building software that helps neurodivergent children train socio-emotional skills.

Period
2024 – Present
Status
Active
  • Machine Learning
  • React
  • Next.js
  • Python
  • Accessibility

Mathematics Tutor (Pro Bono)

Voluntary mathematics tutoring at Universiteit van Amsterdam. Helping students build intuition for abstract concepts and bridge the gap between theory and application.

Period
2025 – Present
Status
Active
  • Mathematics
  • Teaching
  • University
  • Pro Bono

Accessibility Inspector (Stealth Mode)

Automated a11y testing across modern frontend frameworks — React, Next.js, Gatsby, Vue, and Svelte. Auditing component libraries for EN 301 549 compliance, catching accessibility issues before they ship.

Period
2025 – Present
Status
Active
  • Accessibility
  • React
  • Next.js
  • Vue
  • Svelte
  • Testing

FrOSCon Volunteer & Speaker

Volunteer and speaker at the Free and Open Source Software Conference (FrOSCon) at Hochschule Bonn-Rhein-Sieg — one of Germany's largest open-source community events.

Period
2019 – 2024
Status
Completed
  • Open Source
  • Community
  • Conference
  • Speaking

Programming Tutor

Tutoring computer science students at Hochschule Bonn-Rhein-Sieg. Covering programming fundamentals, data structures, and algorithms.

Period
2019 – 2021
Status
Completed
  • Teaching
  • Computer Science
  • University
  • Java

Let's work together

Send an email

© 2026 Daniel Kosbab

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