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karinversan/README.md

Hello!👋

My name's Karin. I write projects in machine learning and code stuff.

Computer Frustrations
  • 🔬 I'm interested in bioinformatics and computational biology
  • 💻 Currently working on Sign Language translator with voiceover

Socials

Telegram Email

Open to work and collaboration - feel free to reach out!

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  1. cluster_debt cluster_debt Public

    Customer segmentation with MLOps: K‑Means clustering with PCA visualization, MLflow tracking, Airflow pipeline, Postgres storage, and Streamlit UI for offers and interactive prediction.

    Jupyter Notebook

  2. bone_detector_app bone_detector_app Public

    Interactive Streamlit app for X-ray fracture detection: compare Faster R-CNN (Detectron2) vs YOLO (Ultralytics), visualize bounding boxes, and compute COCO AP + FROC/Sensitivity@FP asynchronously v…

    Python

  3. tg_anki_app tg_anki_app Public

    End‑to‑end Telegram Mini App that ingests PDFs/notes, extracts text, chunks and dedupes content, and generates Anki decks through an LLM pipeline. Built with FastAPI + SQLAlchemy/Alembic, Celery + …

    Python

  4. manga_translate_project manga_translate_project Public

    AI-powered manga translation studio: upload pages, run an async OCR/translate pipeline (FastAPI + Redis worker), edit text regions in a visual web editor, and export localized outputs with artifact…

    TypeScript 2

  5. sign_flow sign_flow Public

    SignFlow is a full-stack sign language translation platform that turns video or live camera input into editable subtitles and voiceover, with async processing, model routing, and production-ready o…

    TypeScript