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Interview Demo
Implementation of resume revision and writing functionality based on OpenAI macromodels
Implementation of resume revision and writing functionality based on OpenAI macromodels
Participate Time: 2024/10
Project Vacancies: 2/5
Company: Soonmetaverse
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Project Introduction
Project Title:
Development of Resume Touch-up and Writing Functions Based on OpenAI Large Models
Project Objective:
By using OpenAI's big model, we can touch up, write and optimize the resumes uploaded by users, provide professional modification suggestions, and improve the overall quality and competitiveness of resumes.
Functional Requirements
Resume touch-up
Upload user's resume text.
Touch up the existing work experience to make it more professional and fluent.
Returns the touched-up text to the user and generates a revision comparison report.
Resume Writing
The user provides basic information and highlights of work experience.
A complete description of the work experience is generated based on the information provided.
The user can modify and provide feedback on the generated work experience, and the system makes adjustments based on the feedback.
Resume Suggestion
Analyze the content and structure of the current resume.
Provide specific modification suggestions, such as formatting, content supplementation, keyword optimization, etc.
Returns a detailed report of modification suggestions to help users improve the quality of their resumes.
Other Functions
Provide resume scoring to assess the overall quality of a resume.
Provide customized optimization suggestions based on the user's career goals and industry standards.
Technical Requirements
Backend
Natural language processing and resume touch-up and writing using OpenAI Big Model.
Develop API interface based on RESTful architecture, using Spring Boot or other suitable framework.
Implement API interfaces for streaming output to ensure that the data can be returned to the user in real time and improve the user experience.
User Interface
Implement a simple and easy-to-use user interface using the Gradio framework that allows users to upload resumes and get the results of touch-ups, write-ups, and suggestions.
Data Entry
All data input was partially modeled through Gradio.
Project Implementation Plan
Requirements Analysis Phase
Gather detailed requirements and define project scope and functional requirements.
Develop project plan and schedule.
Design Phase
System architecture design, including back-end design.
API interface design and documentation.
Development Phase
Back-end development: API interface and business logic implementation.
User interface development and integration using Gradio framework.
Testing Phase
Unit testing, integration testing and system testing to ensure functional integrity and stability.
Project Delivery and Documentation
Write and maintain detailed API interface documentation, describing the functions, parameters, return values, and usage examples of each interface.
Write user manuals that instruct users on how to upload resumes and get touched-up, written and suggested results.
Write technical documentation, including system architecture design.
Code hosting and version control to ensure maintainability and scalability of the project.
Project Management and Communication
Project Management
Project management using Tencent's Coding platform to track tasks and issues.
Regular project meetings to report project progress.
Clearly define the project division of labor to ensure that each team member has clear tasks and responsibilities.
Code Hosting
Use Git for code hosting and version control.
Communication and Collaboration
Maintain good communication within the project team to ensure seamless integration of all aspects.
Communicate regularly with the requirements side to ensure the project stays on schedule.
Encourage cooperation and knowledge sharing among team members to improve overall efficiency and project quality.
Participate Gain
The choice and use of development tools, pycharm/cursor
Development language selection and use, python/fastapi/Lainchain related source code reference and rewrite (mainly agent part)
Development collaboration tools, lark/git/coding project/CICD/apifox, git contains code review, branch control
Functionality, openai account/key/documentation learning and use, gradio debugging prompt, resume optimization related landing scenarios
Deployment, server management, program deployment and iteration, nginx reverse proxy, etc. on AliCloud (Amazon Cloud)
Delivery, delivery document writing, R&D document writing
Soonmetaverse
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0-20 Employees 
Developers/Programmers
