Customers & Products Analytics, Clustering & Classification Platform

الوصف

Developed a Laravel-based customer analytics platform using products, customers, orders, and purchasing data.
Implemented K-Means clustering including normalization, centroid calculation, distance measurement, and convergence for products clustering.
Developed a decision-tree classification workflow for customer segmentation.
Built analytics dashboards to visualize clustering and classification results.
Implemented spreadsheet import functionality for analytics and products, customers, orders, and purchasing data.

شارك هذا المشروع

ghaith_alshatti Web Developer & AI Integration Developer

As a seasoned Software Engineer with a solid background in web application development, I bring extensive expertise in full-stack development, with a strong focus on architecting powerful, scalable, and efficient back-end solutions. I excel in building robust application backbones, designing RESTful APIs, optimizing performance, implementing secure and scalable architectures, and ensuring seamless system functionality while keeping user experience at the forefront. In addition, I have hands-on experience in AI and LLM-based solutions, including Prompt Engineering, RAG systems, AI agents, structured output parsing, tool calling, and AI workflow automation using technologies such as n8n and Flowise. I also specialize in system and API integration, connecting AI workflows, external services, and backend applications to build intelligent and automated solutions. Furthermore, I have experience in computer networks and network protocols. You are welcome to browse my profile: ghaithalshatti.github.io github.com/ghaithalshatti

اتصل بي

استكشاف الخدمات

استكشاف المشاريع

مدونة

المساعدة والدعم

فرص عمل سوريا

سلة التسوق الخاصة بي

Customers & Products Analytics, Clustering & Classification Platform

الوصف