Senior software engineer with 20+ years in financial services, currently expanding into AI and LLM-powered systems.
- 🤖 LLM-powered systems and MCP tool servers
- ☁️ Serverless AWS architectures
- 📊 Financial data platforms and risk systems
- mcp-toolsmith — Python CLI that converts OpenAPI specs into MCP server templates
- allotmint — Serverless investment tracking and portfolio analytics
Currently focused on AI-native backend systems, MCP tooling, and LLM integration in financial services. Open to senior engineering roles where AI is central to the work.
Medium — technical articles on AWS, serverless, and AI systems



