Creating proposal letters based on LinkedIn profiles with ChatGPT
Scraped 5 LinkedIn profiles using Nubela's proxyurl API.
Included only basic information and a list of email addresses, brought by the API from external sources.
Saved backup copies on Google Drive in .json format.
Put together a universal prompt that includes essential data from the profile.
It includes person's:
- full name
- email (only the first one in the list)
- current occupation
- profile's headline
- person's profile summary
- years of experience, counting from the first day of the first job to today
- experiences in the following format: [Title in company1; title in company2, ...]
- education in the following format: [Degree_name from school1, described as description; ...]
Using OpenAI's API, generated letters with ChatGPT-3.5's assistant mode.
Prompt included the aforementioned information and a task to create a proposal letter.
Results are available in the Jupyter Notebook.