AI Software Engineer
Emirates NBD, Dubai, UAE
Sep 2025 - Present
Project: Fixed Income Simulator
Sep 2025 - Present
Internal wealth management platform enabling Relationship Managers and Wealth Advisors to simulate and generate fixed-income portfolios across a defined securities universe. Users select securities, enter investment amounts subject to configurable validation rules, and receive multi-scenario analytics with graphical insights across interest, notional distribution, return on investment, and cashflow projections.
Product Development & Simulation Engine
- Delivered end-to-end product implementation from business requirement through production release
- Built securities selection workflow with configurable investment validation rules across selected holdings
- Implemented portfolio simulation engine generating multiple financial scenarios with interactive graphical outputs:
- Interest calculation and accrual projections
- Notional distribution breakdowns
- Return on investment (ROI) analysis
- Cashflow forecasting and timeline views
- Developed REST APIs and MongoDB data models to persist securities, simulation inputs, and computed portfolio results
AI Agent & RAG Architecture
- Designed and built a conversational AI agent using RAG to assist advisors within the simulator workflow
- Implemented multi-node agent orchestration with intent classification routing requests to specialized handlers:
- Search handler for contextual data retrieval
- Calculation handlers for financial computation and scenario analysis
- Report handler for structured result generation and response formatting
- Integrated LLM-based reasoning with dynamic chatbot rendering based on response format (text, tables, charts, and structured reports)