TeamStation is a nearshore staff augmentation SaaS platform that connects companies with software engineers and other technical professionals in nearby countries or regions using proprietary Artificial Intelligence models and integrated Fintech solutions. Our ML/AI goal is to craft industry-leading talent knowledge graphs to match 95% or greater to Client business objectives. Deploy Onboarding automation Learning and monitor Talent Performance Matrix. ML/AI technologies utilized [NLP, NER, Masked Language Modeling, BERT, OCR, Computer Vision, Unique Knowledge Graph from 80 Million Software Engineering profiles] Automation: First, extract the keywords using NER of BERT, then return a list of the ranked candidates from the Knowledge Graph. The system then Contacts top regional rankings from a pool of 80 Million Software Engineer Profiles. Solution Components Competency keyword TF-IDF Vectorizer for Matching Score Weighted Average Method for Global Score Framework Science has been crafting an advanced recruiting and remote dev team management algorithm for the past three years to bring the brightest minds committed to business technology objectives. Now we are automating the entire process for incredible speed, accuracy, and speed-to-market effectiveness. What technologies do we deploy to make the magic happen? Optical Character Recognition Proprietary Natural Language Processing algorithms Automated Cognitive Search with Boolean filters and limiters Patent Registration of Algorithm for Automating boolean-varied-queries then ranking results by cross-referencing decision-making matrix and evaluation scores Patent registration of Proprietary analytic hierarchy process to evaluate human performance: An application of multiple criteria decision-making problem.