AT A GLANCE
Build and operate multi-modal AI agent systems with tool integrations and orchestration for mission-critical defense applications
KEY SKILLS
PythonTypeScriptFastAPIPydanticasyncioLLM applicationsAgent orchestrationTool callingMCPLangfusePrompt engineeringStructured output validationOpenTelemetrySentry
WHAT YOU'LL DO
- Build asynchronous Python/TypeScript services with FastAPI, Pydantic, and asyncio
- Develop agent orchestration, subagent delegation, tool calling, and structured outputs
- Design MCP tools and AG-UI/SSE integrations
- Improve prompt, context, memory, and token-management strategies
- Build safeguards against prompt injection, data leakage, and unsafe tool use
- Create behavioral evals and regression datasets using Langfuse
- Trace model calls and tool execution with Langfuse, Sentry, and OpenTelemetry
- Diagnose failures spanning model behavior, tools, data sources, and distributed services