Latest blog posts by Jakub Grabski

This technical guide explains how FMCG developers can use TensorFlow, Kubernetes, MLflow, and Kubeflow to automate and optimise machine learning workflows. It covers integration strategies, real-world examples, and best practices for scalable, efficient MLOps.

Implementing MLOps in FMCG is key to optimising operations, reducing costs, and driving innovation. This article details best practices in data management, CI/CD automation, model lifecycle management, and team collaboration, ensuring sustained business success.

This article guides developers in building advanced in-room voice assistants using Google’s speech recognition and Langchain LLM agents. It covers coding challenges, NLP integration, secure data handling, context retention, and Python best practices, offering practical code examples and strategies for creating secure, intelligent, and user-centric voice assistant solutions.