AI-powered CV platform, which helps to match candidates with companies based on NLP models, which enable us to automatically parse candidate’s resume, extract contact details and skills. Deliverables:
- Name, address, addresses extractors based on Stanford core NLP, NLTK tools.
- Skills parser based on custom skill-set model, that produced normalized-form skills and word2vec vectors to match resumes on the proximity of skills, match proposals from companies with candidate CV based on skills.
- Highload service to manage relearning and work of ML model, including parallelism, caching, graylog server to monitor performance
Python 3, Flask, Celery, DynamoDB, Redis, Tensorflow, Keras, NLTK, log4j, graylog, swagger, AWS Lambda, AWS triggers.