I need an expert in fuzzy matching to match 1,000 candidates against a database of 800,000 candidates. The full requirements are:
1) Prepare the data for matching, ensuring consistency and completeness. 2)Develop and implement a robust fuzzy matching algorithm to match candidates 3)Ensure the algorithm accounts for variations in the data, such as typos, abbreviations, and synonyms. 4)Execute the fuzzy matching process to identify and rank potential matches for each candidate 5)A physical check of matches that fall below the confidence rate and a judgement made on whether they should be accepted or rejected as a match. 6) Provide a report detailing matched candidates and confidence scores, and whether they are accepted or rejected as a match.
Collaborative AI Engineering Partnership Category: AI Development, Data Science, Data Visualization, Machine Learning (ML), Matlab And Mathematica, Natural Language Processing, Predictive Analytics, Python, Software Architecture, Web Scraping Budget: $250 - $750 USD
Family-Focused Social Media Strategy Category: Brand Management, Content Creation, Content Strategy, Copywriting, Digital Marketing, Social Media Management, Social Media Marketing, Visual Design Budget: $250 - $750 USD
Instalar Kiwi IRC en mi web (a nivel de sala) Category: Engineering, HTML, MySQL, PHP, Software Architecture, Software Testing, System Admin, Web Hosting, Website Management, Website Testing Budget: €30 - €250 EUR
