Blogs

This blog explores the journey of building a comprehensive MLOps pipeline for air quality forecasting. Learn about data collection from APIs, feature engineering with time series analysis, model training with XGBoost, deploying with Hopsworks, and building an interactive dashboard for real-time predictions.

This blog details the creation of a SQL Agent that bridges the gap between natural language and database queries using LLMs. Learn how to build an intelligent assistant that helps users interact with databases through conversation, execute SQL queries with detailed feedback, and visualize results effectively.

This blog explores Agentic AI, highlighting its ability to autonomously perform personalized tasks like resume evaluation, career guidance, and application tailoring using advanced NLP models. It showcases ApplyPal, a Career Advisor AI Agent built with GPT-4, LangChain, and Streamlit

Open-source large language models (LLMs) offer significant advantages, including enhanced accessibility, transparency, and customization. In this blog, we will explore how to install and run Ollama’s LLaMA 3.1 model locally, and deploy it using Docker and Open WebUI for a ChatGPT-like interactive experience.

Gala Groceries is a technology-led grocery store chain based in the USA. They rely heavily on new technologies, such as IoT to improve their supply chain which gives them a competitive edge over other grocery stores.

PowerCo supplies gas and electricity to corporate, SME, and residential customers. The changing energy market in Europe has led many SMEs to switch away from PowerCo, making customer retention challenging.