AI Marketing Agent

Project: Design and Build an AI-Driven Marketing Agent Project Overview We are seeking an experienced AI/automation engineer to design and implement an AI-driven marketing agent as a defined project deliverable. The objective is to build a modular, production-ready system that can assist with marketing analysis, content generation, and campaign execution using large language models and automation workflows. This project is focused on architecture, correctness, reliability, and extensibility, not experimentation or prompt-only solutions. Project Objectives The AI Marketing Agent should be capable of: Ingesting business context (offer, audience, positioning) Generating structured marketing outputs (content, messaging, campaigns) Executing workflows via APIs or integrations where applicable Maintaining state or memory across runs Supporting iterative improvement based on feedback or performance data Operating on demand or on a scheduled basis The system should be designed so it can be extended into additional marketing channels or use cases in the future. Scope of Work Architecture and design of an AI-based marketing agent Selection and implementation of appropriate LLMs and agent framework(s) Implementation of memory/state handling (files, databases, or vector stores) Integration with external tools or APIs as required Robust error handling, logging, and retry mechanisms Clear documentation of: System architecture Configuration and environment setup How to extend or modify the agent Optional: basic evaluation or feedback loop design Required Experience Strong experience building AI systems using large language models Hands-on experience with agent-based or workflow-based AI systems Proficiency in Python (preferred) or JavaScript/TypeScript Experience with API integrations and automation pipelines Ability to deliver clean, maintainable, well-documented code Preferred (Not Required) Experience with agent frameworks (LangChain, CrewAI, AutoGen, or similar) Experience with vector databases or long-term memory systems Familiarity with marketing or growth workflows Experience deploying AI systems in a production or semi-production environment Deliverables Fully functional AI Marketing Agent codebase Clear setup and run instructions Architecture and design documentation Source code with appropriate structure and comments Demonstration of core functionality (video or walkthrough acceptable) Project Details Engagement Type: Fixed-scope project Budget: To be discussed based on proposed approach and experience Start: Immediate Communication: Async updates and clear documentation expected Proposal Requirements Please include the following in your proposal: A brief description of how you would architect this AI marketing agent Relevant examples of AI systems or automation projects you have built The AI stack you recommend and the reasoning behind it Any assumptions or clarifying questions you have about the project scope Generic or copy-paste proposals will not be considered.