RTJ's Portfolio
I'm a full-stack developer and AI Engineer, focused on building clean, reliable agents with strong fundamentals in machine learning, deep learning, generative AI, Python, cloud deployment, and automation.
Project Overview
I built an enterprise analytics dashboard that replaces expensive BI tools costing companies $15,000 per month. Fresh from completing "Mastering Generative AI & Agents for Developers" certification in March 2026, I immediately applied multi-agent architecture concepts to solve a real business problem. The challenge: Companies spend thousands on Tableau, Looker, and Power BI, yet employees still wait days for simple data answers. My solution handles 5,000 employees across 6 global regions with natural language queries responding in under 1 second. The multi-agent architecture in action: Type "revenue analysis" and get instant results: $5.75M revenue, $2.3M profit, 40% margin with interactive visualizations. Type "market trends" and see we're growing 38% versus industry average of 26%, outperforming by 45%. Type "strategic initiatives" and view 5 projects with $9.6M invested, 67% complete, and 214% average ROI. The platform demonstrates core concepts from my certification: Six specialized AI agents, each with department-specific tools and permissions. HR sees payroll data. Executives see everything. Business Support gets analytics. Each agent operates independently while sharing the same data infrastructure. Natural language processing transforms plain English into actionable insights. Context-aware responses adapt based on user permissions and department needs.
Click on the demo tab to start using the app.