A mini AI-powered financial analysis platform inspired by OneStream’s SensibleAI™ (Agents + Forecast).
This project demonstrates end-to-end AI system development — from database design to natural language querying and visualizations — exactly matching the responsibilities of a Senior AI Engineer at OneStream.
Build a functional prototype that allows users to ask natural language questions about financial data (e.g. “What is the total Development Costs?” or “Which category overspent the most?”) and receive accurate, business-oriented answers with supporting visualizations.
This showcases the ability to bridge AI research with production-ready features — a core focus of OneStream’s AI Product and Engineering team.
graph TD A[Streamlit Frontend] --> B[Groq LLM Agent] B --> C[SQLDatabase Tool] C --> D[MySQL Database] D --> E[transactions + budgets tables] A --> F[Visualizations (Plotly via Streamlit)] B --> G[Custom System Prompt Engineering]