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franzwollang/README.md

Hi, I'm Franz 👋

LinkedIn ORCID

What I do

  • Full‑stack development (React/Next.js, Node.js/FastAPI)
  • Data engineering + practical ML (NLP, embeddings, UMAP, evaluation)
  • Custom visualizations (Three.js, D3) for exploratory analysis and UX

Most recent work is in private client/startup repos; happy to walk through code and architecture on request.

Tech

  • Frontend: React, Next.js, TypeScript, Three.js, D3, Tailwind/Styled‑Components
  • Backend: Node.js, FastAPI (Python), REST, GraphQL, WebSockets
  • Data: PostgreSQL, pgvector, SQL; pandas, scikit‑learn; PyTorch
  • Infra: Docker, GitHub Actions; GCP, Vercel, Railway

Publications

  • The Interactive Career Atlas – An AI‑Based Web Application for Informed Career Decisions — DOI: 10.1007/978-3-031-93409-4_4
  • Transformer‑Based Deep Neural Language Modeling for Construct‑Specific Automatic Item Generation — DOI: 10.1007/s11336-021-09823-9

Currently

Building interactive data products and shipping pragmatic ML features end‑to‑end. Open to roles in Data Engineering/Science and Full‑stack Web (remote‑friendly; Austin/Dallas preferred).

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  1. omnigame omnigame Public

    TypeScript

  2. machine-learning machine-learning Public

    Python