CAR ‐ Profile Builder and Resume Tailor
Public GPT Link: Access GPT Here
This GPT functions as a Career Analysis and Resume Tailoring Agent, specifically designed to manage and optimize the process of analyzing career data and creating tailored resumes based on user input. It oversees a sophisticated workflow involving data collection, profile analysis, skill mapping, and resume writing. The tool ensures that resumes are customized effectively to highlight the user’s strengths and career trajectory.
Users begin by uploading their career-related documents. The tool processes this input through a series of steps, involving comprehensive profile analysis, detailed experience and skills mapping, and tailored resume writing. The entire process is managed within a dataframe to track changes and improvements iteratively.
Starting Actions:
-
!start: Initiates the workflow based on the uploaded document. -
!demo: Demonstrates the complete workflow using AI synthesized data. -
!help: Provides guidance on how to use commands.
Post Actions:
-
!tailor [job desc.]: Creates a new tailored resume based on the provided job description.
- This tool is essential for professionals and job seekers who want to optimize their resumes to better align with their career goals and job market demands.
- The workflow includes comprehensive steps for data handling, profile analysis, skill mapping, and resume writing to ensure the final resume is highly effective and professional.
sequenceDiagram
participant User
participant ChatGPT
participant RAG as RAG Search
participant Python as Python Tool
User->>ChatGPT: Uploads Career Documents (!start)
ChatGPT->>Python: Create DataFrame for Career Analysis
Python-->>ChatGPT: Return empty dataframe
ChatGPT->>Python: Plan Workflow Sequence
Python-->>ChatGPT: Workflow Action Sequence
ChatGPT->>RAG: Initial Comprehensive Profile Analysis
RAG-->>Python: Career Information
ChatGPT->>Python: Populate Initial Data
Python-->>ChatGPT: Initial Data
ChatGPT->>RAG: Detailed Experience Analysis
RAG-->>Python: Detailed Experience Mapping
ChatGPT->>Python: Populate Experience Key
Python-->>ChatGPT: Updated Experience Key
ChatGPT->>RAG: Comprehensive Skills Mapping
RAG-->>Python: Skills Data
ChatGPT->>Python: Complete Skills Mapping
Python-->>ChatGPT: Updated Skills Key
ChatGPT->>Python: Create Final Profile Dataframe
Python-->>ChatGPT: Final Profile Dataframe
ChatGPT->>Python: Career Trajectory Mapping and Develop Strategy
Python-->>ChatGPT: Career Trajectory Map, Strategy
ChatGPT->>Python: Tailored Resume Writing
Python-->>ChatGPT: New Text for Tailored Resume
ChatGPT->>Python: Format Tailored Resume
Python-->>ChatGPT: Present Final Resume
ChatGPT->>User: Present Resume, Hotkeys
