Use case: Data advisory for a tech startup 

Context:

A Swiss-based tech startup, developing a search engine and social network for the classical music industry, required advising on modelling and enriching their tools with machine learning elements.

Objective:

Leveraging the existing classical music database to develop models for recommendation systems, data extraction through Natural Language Processing and dashboarding.

Technologies:

  • Power BI 
  • Natural Language Processing (Python)

Solution:

Effixis was involved in managing the internal resources of the company on data science topics as well as building prototypes for the following:

  • Dashboards for the search engine
  • Data cleaning: raw data that was scraped from various online sources required cleaning as well as NLP to extract entities (artists, tracks, venues…)
  • Advisory on strategic decisions: choice of technology,  features…

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