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AI engineering insights

Editorial cover for AI Forecasting Mistakes: The $10K AI Project That Almost Cost $40K
AI

AI Forecasting Mistakes: The $10K AI Project That Almost Cost $40K

This post breaks down a common but costly mistake in AI forecasting: data leakage from random splitting — and shows how the right validation approach turned unreliable predictions into trusted business decisions.

Editorial cover for Designing a Browser Extension using AI and Machine Learning; A Guide
AI

Designing a Browser Extension using AI and Machine Learning; A Guide

A blog covering the basics of developing a chrome extension, as well as how to integrate one with the OpenAI API.

Editorial cover for Object Detection using YOLO

Object Detection using YOLO

Building on the OpenCV series, we turn to YOLO to detect any custom object class you want — walking through training the model and running detection end to end.

Editorial cover for Building a Powerful Content Moderation Classifier with Scikit-Learn and LightGBM
AI

Building a Powerful Content Moderation Classifier with Scikit-Learn and LightGBM

Content moderation is a critical task for any online platform. The goal is to automatically identify and flag content that violates community guidelines, covering categories like hate speech, harassment, or self-harm.

Editorial cover for Building a Recipe Assistant with AI
AI

Building a Recipe Assistant with AI

Imagine having a virtual assistant that understands user preferences, context, and queries with precision—providing relevant and tailored responses in seconds. This is the promise of an AI-powered chatbot, a tool designed to make interactions more intuitive, efficient, and personalized using OpenAI API and Retrieval-Augmented Generation (RAG) frameworks such as LangChain.

Editorial cover for Face Detection with OpenCV
Computer Vision

Face Detection with OpenCV

In this first blog of a new three part series in OpenCV, we will be covering face detection using OpenCV.

Editorial cover for Pattern Recognition & Feature Extraction with OpenCV
Computer Vision

Pattern Recognition & Feature Extraction with OpenCV

In this sixth and final blog, we will cover some more common and powerful pattern recognition and feature extraction techniques.

Editorial cover for From Edges to Objects: Detecting Shapes and Structures with OpenCV
Computer Vision

From Edges to Objects: Detecting Shapes and Structures with OpenCV

This blog, though not the most complex, shows a variety of some of the most useful image manipulation techniques that are commonly used today, especially as it relates to edge detection and image pre-processing.