Machine Learning Consulting

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Machine Learning as your Competitive Advantage

Machine learning (and the often misused "Artificial Intelligence") are more than buzzwords. It's the future. More and more companies are turning to machine learning to solve problems they would never have thought possible. From processing massive amounts of data to create personalized shopping experiences, to understanding user behavior to improve fraud detection, machine learning can take businesses in new directions. The products that deploy machine learning today will prevail over the ones that decide to wait and see.

Featured Project

Client Need: A B2B software that could match job descriptions with resumes found across LinkedIn and online resume databases. Required novel algorithms to identify, validate, and assign matching score to each job description and resume pair.

Challenge: Incredibly high variance in how job descriptions and resumes are written and presented. Simple keyword matching was insufficient for the accuracy required by recruiters. A solution had to account for different formats, writing styles, acronyms, synonyms, homonyms, and more.

Success: Created machine learning models and successful trained in contextual understanding of job postings and resumes, allowing it to recognize skills, education, certification, recent experience, relevancy, and proficiency levels. This accurate matching platform was used by Uber, Lyft, Aflac, Walmart, UnitedHealthcare, and others.

Key Technologies

Mongo DB Logo and LinkNode.js Logo

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