LAB / INDEPENDENT / AUTOMATION / 2026.01
PROJECT I built a news research tool that collects Google and Naver articles, removes duplicates and extracts keywords, with scheduled collection and a searchable dashboard.
SKILLS Python · FastAPI · Streamlit · PostgreSQL · n8n
HIGHLIGHT Combines collection, deduplication, keyword extraction and a search UI.
OVERVIEW
Collects news from Google and Naver. Extracts keywords, removes duplicates and ranks trends. Provides a searchable interface and scheduled collection.
DEVELOPMENT JOURNEY
I connected Google and Naver news collection to deduplication, keyword extraction, trend scoring and a searchable Streamlit interface. FastAPI and PostgreSQL provide the application and storage layers; n8n schedules collection.