Shipped

NLP Text Classification & Sentiment Analysis

Freelance

⚡Manually reading and tagging high-volume text doesn't scale - clients needed automated categorisation and tone detection.

⚠️Off-the-shelf keyword rules missed context and nuance, mislabelling sarcasm, negation, and domain-specific language.

⚙️Built text-classification models that automatically route text into categories, and a sentiment system detecting positive/negative tone.

🛡️Implemented the pipelines on Hugging Face transformers, enabling fine-tuning and model swaps per client domain.

🚀Delivered an automated NLP pipeline converting unstructured text into structured labels and sentiment scores.

↳ Automatic text classification and sentiment (positive/negative) detection built on transformer pipelines

NLPTransformersHugging FaceSentiment AnalysisText ClassificationPython