Building a Sentiment Analysis System with Transformers
Built sentiment analysis with BERT - 94% accuracy on customer reviews. Processed 100K reviews/day, identified issues 3 days earlier
🏷️ nlp
4 posts
Named Entity Recognition with spaCy and BERT
Built NER system for document processing - 92% accuracy, extracts entities from 10K docs/hour, automated data extraction
Text Classification with Transformers: From 80% to 95% Accuracy
Upgraded from traditional ML to BERT transformers - accuracy 80% → 95%, handles context better, production-ready
GPT-3: The AI Revolution Has Arrived
First hands-on with GPT-3 API - built text summarization, code generation, Q&A system. 90% accuracy, mind-blowing capabilities