Pathik Ghugare

Machine Learning Engineer

TeaminUp•  March 2022 - July 2022

- Scraped internship and job data from the web using Selenium Python - Trained a word2vec model on skills to find out the similarity between two sets of skills and tags which was used in the recommendation system - Using the same word2vec model, wrote an API to generate similar skills and tags w.r.t. given skills and tags respectively - Hyper-tuned a Small BERT model in TensorFlow to predict roles from the description of a project with a validation accuracy of 78%. - Created a neural network in TensorFlow to predict skills from the set roles - Built a Flask API to deploy the created models as a web service