We are excited to announce the release of the July 2025 issue (Vol. 2 No. 2) of Integra: Journal of Integrated Mathematics and Computer Science. This issue showcases five original research articles that reflect the growing intersection of theory and application in mathematics and computing. From abstract algebra to intelligent forecasting, optimization algorithms, statistical modeling, and real-world IoT system design, each article offers a unique perspective and meaningful contribution to its field. We invite readers to delve into this issue, explore new insights, and advance scholarly discussion through citation and collaboration.