AI/ML

7 articles in this category.

Building AI-Powered Trading Platforms: Lessons from UKAI

Learn how I built UKAI, a comprehensive crypto trading platform using deep learning models and 160+ technical indicators. Discover the architecture decisions, challenges, and solutions.

January 15, 20253 min read

AI/ML

YOLO Object Detection: From Theory to Production

Complete guide to implementing YOLO for real-time object detection. Covers YOLOv8, training custom models, and deployment strategies.

January 12, 20253 min read

AI/ML

Achieving 88% Accuracy in Stock Prediction with LSTM Models

A deep dive into StockSageAI and how combining GRU and LSTM architectures led to highly accurate market predictions. Technical breakdown and implementation details included.

January 10, 20253 min read

AI/ML

Building a Sentiment Analysis System with NLP

Learn to build a production-ready sentiment analysis system using transformers. Achieve 89% accuracy with BERT and RoBERTa models.

January 3, 20252 min read

AI/ML

Building Production ML Pipelines: MLOps Best Practices

Learn to build reliable, reproducible ML pipelines with proper versioning, monitoring, and deployment strategies.

December 20, 20242 min read

AI/ML

Building an AI Chatbot with OpenAI API

Step-by-step guide to building a production-ready chatbot using OpenAI's GPT models. Includes context management and streaming.

December 15, 20241 min read

AI/ML

Computer Vision Applications in Industry

Real-world applications of computer vision: manufacturing quality control, retail analytics, healthcare imaging, and autonomous vehicles.

November 25, 20241 min read