@Davidmide

Building an AI Academic Tutor: A Step-by-Step Journey into RAG Systems

Sep 16, 2025 · 4 min read · How I used Retrieval-Augmented Generation to turn static course materials into an interactive learning companion Video demo The Problem: Static Materials, Dynamic Learners As a student, I’ve often struggled with the disconnect between dense course m...

Building a Movie Recommendation Model Using a Content-Based Approach

Jan 14, 2025 · 3 min read · In this article, we’ll explore the process of building a content-based movie recommendation system. Recommendation systems are crucial in today’s digital world, enhancing user experience on platforms like Netflix, Amazon Prime, and YouTube by suggest...

Kubernetes with ml models

Dec 22, 2024 · 2 min read · Kubernetes with Machine Learning Models: Simplifying ML Deployment Machine learning (ML) models often face challenges during deployment, such as scalability, resource allocation, and maintaining consistent performance across environments. Kubernetes ...

Serverless and Deep learning

Dec 13, 2024 · 3 min read · In recent years, two technological trends have gained significant traction in the world of software development and artificial intelligence: serverless computing and deep learning. These innovations address distinct challenges in their respective dom...

Unraveling the Mysteries of Neural Networks and Deep Learning

Dec 6, 2024 · 3 min read · Imagine trying to teach a computer to recognize your best friend in a crowd, or to understand when you’re feeling happy or sad just by looking at your face. Intriguing, right? Welcome to the fascinating world of neural networks and deep learning—key ...