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Focusing
🎯
Focusing
13 followers · 20 following
  • Germany

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Highlights

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OrFrederick/README.md

Hi, I'm Frederick 👋

CS bachelor's student at RWTH Aachen. I build ML pipelines and the web apps around them. Open to software engineering internships.

Projects

Project What it does Stack
Lumen Science YouTube videos → explorable knowledge graph. LLM extraction, entity resolution, Wikipedia/Wikidata/OpenAlex enrichment, zoomable D3 timeline. Python · Next.js · sqlite-vec
SepsisAtlas Sepsis research PDFs → verified evidence database. Every number anchored to a PDF bounding box, NLI-verified, stats computed in Python, never by the LLM. FastAPI · DeBERTa · Next.js
Hiptron GPS-only mobility analysis for rollator users (OneAIM challenge prototype). Demo DuckDB · FastAPI · React PWA
SirenDirection Siren direction-of-arrival from a 4-mic array on an Infineon PSOC Edge, int8 DS-CNN on Ethos-U55. C · Keras · Embedded ML
pop Neon arcade roguelite with tests and CI. Play TypeScript · Canvas · Vitest

📫 Frederick.Ortmanns@proton.me · LinkedIn

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  1. Lumen Lumen Public

    Science YouTube → explorable knowledge graph. LLM extraction, entity resolution, Wikidata/OpenAlex enrichment, D3 timeline

    Python 1

  2. SepsisAtlas SepsisAtlas Public

    Sepsis research PDFs → verified evidence DB. Every number anchored to a PDF bbox, NLI-verified, stats in Python

    Python 3

  3. Hiptron Hiptron Public

    GPS-only mobility analysis for rollator users — DuckDB + FastAPI + React PWA (OneAIM challenge prototype)

    Python 1

  4. SirenDirection SirenDirection Public

    Siren direction-of-arrival on Infineon PSOC Edge: 4-mic DS-CNN, int8, Ethos-U55 (EESTech hackathon)

    Python

  5. pop pop Public

    Neon arcade game — collect orbs, dodge spikes, chain combos

    TypeScript