Technical Blog

Insights on software engineering, cloud development, AI/ML, and the latest in technology

Showing 6 of 6 articles

June 22, 2025 • AI/ML

Building an Image Classifier – Part 3: Creating a Production-Grade FastAPI Web Service

Part 3 of our series on building and deploying a full-stack image classification system. Learn to build a robust, scalable REST API using FastAPI that serves our trained PyramidNet model in production.

machine learning FastAPI REST API

June 21, 2025 • AI/ML

Building an Image Classifier – Part 2: Training a PyramidNet Model from Scratch

Part 2 of our series on building and deploying a full-stack image classification system. Learn to train a state-of-the-art PyramidNet CNN with advanced techniques like label smoothing and early stopping.

machine learning deep learning neural network

June 16, 2025 • AI/ML

Building an Image Classifier – Part 1: Preprocessing and Preparing the CIFAR-10 Dataset

Part 1 of our series on building and deploying a full-stack image classification system with Python, deep learning, and FastAPI.

machine learning deep learning neural network

June 10, 2025 • Cloud Development

Building Scalable Microservices with Kubernetes and Docker

A comprehensive guide to designing, implementing, and deploying microservices architecture using Kubernetes orchestration and Docker containerization.

kubernetes docker microservices

June 5, 2025 • Data Engineering

Real-time Data Processing with Apache Kafka and Python

Learn how to build scalable real-time data processing pipelines using Apache Kafka, Python, and modern streaming frameworks for handling high-throughput data.

kafka python streaming

January 16, 2025 • Security

Confidential Computing: What It Is and Why It Matters in 2025

Explore confidential computing technology that protects data during processing, its key benefits for enterprise security, and why it's becoming essential for sensitive workloads in the cloud.

confidential-computing security cloud