AI-Powered CV Data Extraction Script -- 2
$500-1500 USD
Thanh toán khi bàn giao
VERY IMPORTANT PRELIMINARY NOTES:
- Read description and attached instructions before applying:
- API tokens for testing trials will not be funded. The developer must conduct all testing in their own environment before delivering a demonstration-ready script.
- Any notable quality control errors will result in immediate project cancellation.
- If you are not fully prepared to deliver on these requirements, do not apply. We are not funding for on-the-job-learning.
GIG DESCRIPTOR:
We are seeking an experienced developer to design and implement a GPT-powered AI script for parsing CVs. The script must adhere to detailed instructions and produce accurate, high-quality outputs while optimizing GPT usage. Testing and demonstration must be conducted in a self-sufficient environment, with no additional costs incurred for API token trials.
AI Script Development:
- Develop a Python-based script that leverages GPT (e.g., OpenAI's API) to process and extract CV data.
Ensure parsing follows detailed instructions, including specific formatting, validation, and overlap handling rules.
Integration with GPT API:
- Design the script to interact efficiently with the GPT API, minimizing token consumption.
Implement prompt engineering techniques to maximize accuracy and reliability in data extraction.
Data Accuracy and Quality Control:
Validate extracted data rigorously, ensuring compliance with predefined formatting and completeness requirements.
Build multi-layered validation mechanisms to verify all outputs against the instructions provided.
Testing and Demonstration:
- Establish a self-contained testing environment to evaluate script functionality, ensuring no external funding for API tokens.
- Deliver a fully functional script with demonstration-ready capabilities, showcasing accurate and complete parsing.
Optimization and Efficiency:
- Optimize script performance to minimize processing time and API costs.
- Incorporate robust algorithms for handling overlapping date ranges, ensuring precise duration calculations.
Documentation and Logs:
- Provide detailed documentation of the script’s functionality, validation processes, and adjustments made during development.
- Deliver logs showcasing the script's performance, adjustments, and validation steps.
Requirements:
- Proven experience in developing scripts that utilize GPT-based APIs (e.g., OpenAI API).
- Proficiency in Python and relevant libraries for text processing, data extraction, and API integration.
- Expertise in prompt engineering to achieve high-quality GPT responses for structured data tasks.
- Strong understanding of date parsing, overlapping period calculations, and formatted data extraction.
- Demonstrated ability to create efficient, self-contained scripts with high accuracy and reliability.
- Attention to detail to ensure outputs meet all instructions and formatting guidelines.
- Effective communication skills to provide progress updates, address feedback, and demonstrate functionality.
Deliverables:
- A fully functional GPT-powered script for CV parsing, compliant with the attached specifications.
- Demonstration-ready outputs that showcase perfect parsing and formatting as per the instructions.
- Documentation detailing script logic, validation processes, and quality control measures.
- Logs and evidence of internal testing, proving the script’s reliability and accuracy.
ID dự án: #38905141
Về dự án
104 freelancer chào giá trung bình$1098 cho công việc này
I am an experienced developer with expertise in GPT-based APIs and Python. I have a proven track record in developing efficient scripts for data extraction, with a strong focus on accuracy and reliability. I am confide Thêm
As a seasoned software engineer with over 7 years in the field, including extensive experience with GPT-based APIs like OpenAI, I confidently assert that I am well-equipped to execute your AI-Powered CV Data Extraction Thêm
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Hello Marcel, I’m thrilled to dive into the world of GPT-powered AI with you! Your project to develop a Python-based script for CV data extraction sounds like an exciting challenge, and I’m fully prepared to hit the g Thêm
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Hi there, I can create a Python script that integrates with OpenAI’s API, focusing on optimizing token usage and accuracy for parsing CV data. I’ll use advanced prompt engineering to ensure precise extraction and va Thêm
I bring to the table over four years of coding experience, with a significant focus on Python. Within this period, I've not only sharpened my programming skills but have also delved extensively into developing web-base Thêm
With seven years spent professionally developing full stack web applications, I possess a vast array of technical skills that make me the ideal candidate to create your GPT-powered CV parsing script. My proficiencies s Thêm
With a decade of experience in the IT industry, including comprehensive proficiency in Python and Java severs-side development, I am well-suited to meet your needs for an AI script leveraging GPT and Python libraries f Thêm
