How to technically implement a project to apply AI technology?

Question

Programming

What skills and languages ​​will be required to implement such a project:
A resume constructor form with the ability to select an industry and specialty, pre-packaged short description texts (bullets) for each profession (as here https://www.myperfectresume.com/), BUT! at the end, based on the entered data, a letter of recommendation authentic for each user (cover letter) should be formed - this is where AI or machine learning technology is needed.
Or! Initially, authentic data with a large number of specifics are entered, and the AI ​​mechanism selects / generates a suitable resume and cover letter.
Do I understand correctly that AI can be used here and how to specify skills, languages ​​and technical specifications?

Answer 1

The best thing you can do is find a technical lead for your project. This is the person who will just answer the questions that you asked and solve them. You yourself will not pull this topic due to the lack of special knowledge.
In general, you will need (except for the technical manager):
Data engineers (Formalizes the subject area in the form of a model in accordance with the business task, prepares the actual data for the model).
Programmers (Implements everything programmatically).
Software architect (If the system is complex).
Methods, languages ​​and other particular issues are already decided by the team and / or those. leader.

Answer 2

What then is the technology that, based on the entered data, the most suitable version of the cover letter is offered?

Answer 3

right, but you can also compose everything manually in a template
like a regular story - the plot, the climax, the denouement
, filling it with skills and experience

Answer 4

heh, do you want us to write a TK for you?
there are no well-established successful solutions in this area, they simply do not exist , your (startup) task is to FIND such a solution.
For this search, you can use countless methods, approaches, technologies, languages, etc.
Find competent developers, let them DECIDE for themselves how to do it correctly, and don’t dictate decisions to them since you yourself don’t understand shit, forming ideas in the topic based on some discussions on the forum.

Answer 5

Nevertheless, I believe that artificial intelligence is still far from being at the high level that one might expect. And the point here is not at all the clumsiness of the code or the hands of the developers. The same Yandex Alice https://cadelta.ru/science/id609 did the best in our country, but still it has significant flaws. And trying to program your own AI at this stage is the same as creating your own Google now. IMHO.