Multi-Company Media Monitoring & News Intelligence

Spearheaded LLM-powered media monitoring pipelines tracking ANTAM, Astra International, PLTN, and IIF, processing 1,600+ Indonesian news articles from 10+ media outlets via Botasaurus, newspaper4k, keyword search, and checkpoint workflows.

Built 3-format preprocessing outputs tuned for BERT, LLM, and traditional NLP use cases to maximize downstream model flexibility.

Standardized article datasets through duplicate removal, date normalization, source tagging, content extraction validation, and metadata structuring for scalable media analytics.

Applied LLM-powered sentiment analysis, topic modeling, spike detection, early-warning indicators, and executive summary generation for stakeholder-ready insight reporting.