Siddharth Suresh Babu

Master's

Data Analytics

San Diego State University-California State University

Graduate Assistant

Built a job recommendation system that analyzes Linkedin, Glassdoor and Indeed data to generate personalized suggestions, improving relevance by 25%. • Scraped over 5000 job postings using Selenium and cleaned data with custom Python modules, enabling ML model training. • Extracted critical skills from applicant resumes using NLP libraries like NLTK and Spacy to match with ideal job criteria. • Developed a TfidfVectorizer and NearestNeighbors ML approach to identify jobs requiring similar skills and experience.