Tpay - AI-Powered Financial Chatbot
Cloudside Technologies, 01/2025 – Present
Engineered an agent-orchestrated financial chatbot for autonomous customer query handling.
Designed routing logic across FAQ retrieval, SQL generation, analytics, and forecasting agents within a single conversational flow. Implemented multilingual semantic search (English and Arabic) using FAISS.
Impact
- Enabled natural-language queries over structured financial data without SQL knowledge.
- Built natural language-to-SQL pipelines executing dynamic queries on BigQuery.
- Enabled multi-company data isolation and context-aware querying across 15+ financial categories.
Stack
Python, FastAPI, LangChain, Vertex AI, BigQuery