G2i Benefits Overview

Design and ship scalable full‑stack applications using React, Node, and TypeScript; integrate LLMs and AI services (RAG, embeddings, vector search); build supporting data/retrieval layers; measure and optimize AI feature quality, latency, and cost; collaborate with cross‑functional teams and DevOps; maintain secure, testable code and share AI/web technology best practices.

Evaluate AI-generated coding interactions, assess quality of engineering judgments, provide feedback, and define standards for AI coding agents. Comfortable making subjective judgments about engineering quality.

Build agentic applications and tooling with LLM infrastructure, requiring hands-on engineering in a high-pressure environment. Deliver quality under tight deadlines.