NLP Pipeline Developer for Log and Document Analysis
TextEntity Ner Classification
Developed an NLP pipeline for extracting entities from system logs for improved data analysis. Applied TF-IDF and Word2Vec techniques to measure document similarity and classify support tickets automatically. Built text classification models to categorize and route technical support tickets efficiently.
• Utilized spaCy and other NLP tools for entity recognition from textual log data.
• Labeled and annotated entities within support-related documents.
• Designed and implemented validation checks for accurate entity extraction.
• Enabled automation of support ticket routing through document classification.
Developed an NLP pipeline for extracting entities from system logs for improved data analysis. Applied TF-IDF and Word2Vec techniques to measure document similarity and classify support tickets automatically. Built text classification models to categorize and route technical support tickets efficiently. • Utilized spaCy and other NLP tools for entity recognition from textual log data. • Labeled and annotated entities within support-related documents. • Designed and implemented validation checks for accurate entity extraction. • Enabled automation of support ticket routing through document classification.
2019 - 2021