My name's Karin. I write projects in machine learning and code stuff.
- 🔬 I'm interested in bioinformatics and computational biology
- 💻 Currently working on something...
End-to-end ML-powered vehicle inspection platform: computer vision for photo quality/view validation, damage segmentation, pre/post inspection comparison, and admin review workflow, packaged with F…
Python
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
Camera-based parking occupancy detection: MobileNetV3 vs classical CV pipeline
Python
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
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