AI functionalities

Low-hanging fruits

• Tag generator (To improve the quality of recommendation and retrieval)
• Topic Classifier (similar to above: using open source trained LLM)
• Keyword extractor: Unlike above, this introduces a few words of a text as the key words (Greatly improve search quality)
• Scientific Title Generator: Generates titles from the body of a text.

Crucial Improvements:

• Cleaning Skills Taxonomy
• Possibility of adding new skills
• Having job postings on the radar: This requires the implementation of the tag generator to identify new skills that are not listed.

We also need to start recording logs of user behaviors as soon as feasible so that we may start implementing suggestions based on actions rather than just content.

Fancy features to have:

• Header image suggestion based on title and body (relying on keyword and tag generator)
• Auto population of profile: Other platforms (University pages, linkedin, researchage and etc)