OpenAi & Machine Learning Developer

We are looking to hire an experienced OpenAI developer to help us build a custom content writing tool that will tailor its outputs to the specific writing styles of multiple clients. This tool will use OpenAI's language models (such as GPT-4) to generate content that is in line with the unique writing preferences and tone of each client. The goal is to create a system where, before generating content, users can select a client, and the tool will adjust its writing approach based on predefined client-specific parameters stored in a database. In addition, the tool should be able to learn and adapt its writing style over time by analyzing submitted content, allowing it to better understand and mimic each client’s voice. Since this is my first time using AI technologies for content generation, I would appreciate guidance and suggestions from an experienced developer on how best to build this tool. Scope of Work: Client-Specific Model Customization: Develop a system where users can select a client (e.g., Client A, Client B, etc.), and the tool will adjust its writing style, tone, and vocabulary based on client-specific parameters stored in a database. Database for Client Parameters: Create a robust database to store and manage client-specific data, including writing preferences, tone, style, keywords, etc. Machine Learning for Style Adaptation: Implement machine learning techniques that allow the tool to learn and adapt its writing style based on the content submitted by the client. This means the tool should be able to: Analyze past content submitted by the client. Identify patterns in writing style, tone, structure, and vocabulary. Gradually improve its ability to generate content that matches the client's voice more closely over time. AI Integration: Integrate OpenAI’s GPT-4 or other appropriate language models to generate high-quality content based on client parameters and user inputs. User Interface: Build an intuitive interface where users can easily choose a client, input content requirements, and view/generated content. Performance & Optimization: Ensure the system is fast and efficient for generating content, particularly with machine learning models that may require additional computational resources for learning. Guidance & Consultation: As this is my first time implementing AI-driven tools, I would greatly appreciate your expertise and advice on how to best implement machine learning for this project, as well as any suggestions for architecture and tools. Required Skills: OpenAI API Expertise: Strong experience with OpenAI’s GPT models (GPT-3, GPT-4, etc.) and integration into web applications. Machine Learning: Experience in using machine learning techniques to adapt AI models to specific writing styles. Knowledge of NLP techniques for style recognition, fine-tuning, and model adaptation. Database Design & Management: Experience building and managing databases to store client-specific writing parameters and content history. Frontend Development: Expertise in building user-friendly interfaces for content generation tools (e.g., React, Angular, or similar). Backend Development: Experience with backend systems (e.g., Python, Node.js) to handle data processing, machine learning tasks, and OpenAI API calls. Consultation & Communication: Ability to advise and guide on best practices for AI implementation, particularly around content generation and machine learning for style adaptation. Preferred Skills: Experience with fine-tuning OpenAI models on specific datasets or client data. Familiarity with additional tools or libraries for NLP, such as Hugging Face, spaCy, or TensorFlow, for content style learning. Experience with scalable deployment of machine learning models, particularly in a content generation context. ** I would like to hear also advices about same concept for ai graphic design . ** my goal is to keep developing the tool and to be able to create designs and prepare other tasks