Muhammad Arslan

A Survey on RAG with LLMs

2024 · Procedia Computer Science

In the fast-paced realm of digital transformation, businesses are increasingly pressured to innovate and boost efficiency to remain competitive and foster growth. Large Language Models (LLMs) have emerged as game-changers across industries, revolutionizing various sectors …

A Deep Features-Based Approach Using Modified ResNet50 and Gradient Boosting for Visual Sentiments Classification

2024 · arXiv (Cornell University)

The versatile nature of Visual Sentiment Analysis (VSA) is one reason for its rising profile. It isn't easy to efficiently manage social media data with visual information since previous research has concentrated on Sentiment Analysis …

Mathematical Foundations of Machine Learning in Software Development

2025 · Indus journal of social sciences.

The study on the functional foods of the fundamental kind gives the formation of rules development and optimization in the Engineering software program. The computation study implements functionally integrated MAEs using the rules and their …