Python Engineering Blog

Technical insights, tutorials, and case studies

December 15, 2024 Asiimwe Patrick Machine Learning

Building a Production-Ready Sentiment Analyzer with 89% Accuracy

How I architected an NLP pipeline using FinBERT, spaCy, and FastAPI with RAG integration via Pinecone.

NLP FinBERT FastAPI Machine Learning Production Python

Deep dive into building a semantic search microservice that increased product discoverability by 25%.

FAISS Kubernetes Semantic Search E-commerce Vector Database Python

Case study of eliminating manual financial reporting through Python automation.

Python Automation Pandas Data Pipeline Docker Finance