About

Jake Mullins is a highly skilled Data Scientist and Analytics Engineer with over 4.78 years of relevant experience. He specializes in data modeling and integration, SQL, Snowflake, GCP, and DBT. Jake is currently working as a Data Science Engineer at Flywheel Technologies, where he applies predictive modeling, machine learning algorithms, data mining, data processing, and data visualization to understand business problems and create novel solutions. Jake's passion lies in developing a deep understanding of datasets and their context, and he finds the process of using exploratory data analysis to find the right questions to ask most rewarding. He has an obsession for writing clean and pythonic code and creates his applications in Python. In his previous role as a Data Scientist at Data Science Applications, Jake worked on various projects, including Tailored Audiences for Targeted Political Ads on Twitter, Network Analysis of Political Communities on Twitter, and Fundamental Differences in Musical Taste by Country. For these projects, he used Gensim, Word2Vec, AWS Sagemaker, and NLP techniques to improve demographic targeting, vectorize tweets, and identify political interests. He also used TF-IDF vectorization to extract topics from text and classified communities based on keywords with the highest score. Jake has also worked as a Private Tutor at Standardized Test Prep and K-12 Maths and Sciences, where he tutored students in SAT, SSAT, ACT, Algebra, Geometry, Trigonometry, Calculus, Chemistry, Physics, and Biology. He led families through the rigorous application and testing process of Atlanta's top private schools, growing a large client base by producing quality results and achieving a high success rate. Jake holds a degree in Chemistry from the Georgia Institute of Technology and a Data Science degree from Galvanize Inc. He also completed the Hospital Corpsman Basic Program as an Honor Graduate at the Medical Education & Training Campus, Fort Sam Houston TX. Jake's tech stack includes Data Scientist, SQL, Snowflake, Research Scientist, GCP, Integration, Python, AWS, Naive Bayes, Web, ML, Seaborn, Sagemaker, Word2Vec, NLP, Javascript, Pandas, and NodeJS.