FULL STACK AI

Position: Full Stack Engineer (AI-Enabled) Engagement Mode: Not specified Location: Not specified Position Overview: We are seeking a skilled Full Stack Engineer with strong AI integration experience to join our team. The role involves working across a modern tech stack including React on the frontend, NestJS/Node on the backend, and PostgreSQL as the primary database. The engineer will work extensively with AI technologies including RAG-based LLMs, frontier models, and Generative AI for product virtualization use cases such as placing logos on apparel with decoration effects. The position emphasizes AI-enabled development workflows and leverages tools like Claude Code and OpenRouter for smart model routing. The team employs a SKILL.md design system approach and expects heavy usage of skills-driven development practices. Key Responsibilities: • Develop and maintain frontend applications using React • Build and maintain backend services using NestJS and Node.js • Manage and interact with PostgreSQL databases • Integrate and work with AWS and GCP cloud platforms • Implement and maintain BigQuery-based reporting features

 

Develop and integrate RAG-based LLM solutions using frontier models • Implement Generative AI features for product virtualization (e.g., placing logos on apparel with decoration effects) • Utilize OpenRouter for smart AI model routing • Leverage Claude Code for AI-enabled development workflows • Design and implement systems following SKILL.md design principles • Potentially integrate LangChain for AI pipeline orchestration • Support reporting and data visualization features • Configure and optimize CI/CD pipelines

 

Required Skills: • React • NestJS • Node.js • PostgreSQL • AWS EMBTalent | embtalent.ai • GCP (Google Cloud Platform) • BigQuery • RAG (Retrieval-Augmented Generation)

 

LLM integration and evaluation • Generative AI • OpenRouter • Claude Code • SKILL.md Design Preferred (Bonus) Skills: • LangChain • ETL experience • Reporting and Data Visualization • Analytics • CI/CD configuration and optimization