machines, conditional edges, node composition. - LLM APIs (OpenAI, Anthropic, etc.) — structured prompting, JSON mode, token... Systems — F1, precision/recall metrics, dataset design, automated scoring. - Asynchronous & Parallel Processing — asyncio...
, billing, or cost-allocation systems; Familiarity with AI usage metrics, token-based billing, or ROI tracking models... that translate raw billing data into usable financial insights; Implement frontend functionality to surface metrics, dashboards...
machines, conditional edges, node composition. LLM APIs (OpenAI, Anthropic, etc.) — structured prompting, JSON mode, token... Systems — F1, precision/recall metrics, dataset design, automated scoring. Asynchronous & Parallel Processing — asyncio...