Description
We are looking for an experienced AI Engineer to provide structured, hands-on tutoring and mentorship for an end-to-end enterprise AI engineering learning path. The ideal candidate has real-world experience building and deploying production AI applications and can explain complex concepts clearly through practical examples. Learning Objective The tutoring program will focus on building a single enterprise-scale AI application that evolves through multiple phases, allowing each new technology to be integrated into the same project rather than creating unrelated demos. Phase 1 – Enterprise Backend Foundation Python FastAPI React integration SQL & PostgreSQL Authentication and authorization REST APIs Users, organizations, roles, documents, and CRUD operations Phase 2 – Machine Learning Services Data preprocessing NumPy Pandas scikit-learn Model training and evaluation Prediction APIs with FastAPI Classification, prediction, and recommendation features Phase 3 – Generative AI & RAG LLM APIs Prompt engineering Embeddings pgvector Retrieval-Augmented Generation (RAG) Enterprise document chat with citations Streaming AI responses Phase 4 – AI Agents & MCP AI agents Tool calling Model Context Protocol (MCP) Workflow orchestration Enterprise integrations AI-powered workflow automation Phase 5 – Cloud & Production AI Docker AWS CI/CD Kubernetes MLOps Monitoring Security and production deployment Session Format Two sessions per week Two hours per session (4 hours per week total) Each we