Raam Levy
917-***-**** adg33n@r.postjobfree.com GitHub Blog LinkedIn
Data Professional with experience in data acquisition and modeling, statistical analysis, machine learning, and NLP. Highly skilled in synthesizing diverse and complex information to allow stakeholders to make decisions that work both in the short and long term. When not analyzing data you can find me reading a book, listening to a podcast, working out or doing yoga. TECHNICAL SKILLS
Python, SQL, Pandas, NumPy, Scikit-learn, NLP, Seaborn, Matplotlib, Tableau, Git, Microsoft Office, STATA TECHNICAL PROJECTS
Data Science Salary Predictor - Github
Created a model to predict Data Science salaries based on criteria such as experience, revenue and sector.
● Utilized Selenium to scrape job posting from Glassdoor.
● Conducted Exploratory Data Analysis and Data Cleaning using Pandas, Seaborn and Matplotlib.
● Trained Ridge, Lasso, and Random Forest algorithms in congruence with GridSearchCV to predict salaries.
● Outperformed baseline model by 20%.
Detecting Fake Job Posting - Github
Created a classification model that uses text data from job descriptions to predict job posting validity.
● Utilized NLTK library to explore textual patterns in job descriptions.
● Trained Logistic Regression, Random Forest, SVM and Xgboost models to determine baseline models.
● Used Stanford GloVe to incorporate text data into models to improve precision by ~40%. Predicting Flight Prices from Shanghai <-> Beijing - Github Created a model to predict one way ticket prices from Shanghai to Beijing and vice versa.
● Conducted Exploratory Data Analysis and Data Cleaning using Pandas, Seaborn and Matplotlib.
● Trained Regression, Ridge and Lasso models to predict prices; performed RMSE best of 132. EXPERIENCE
Ohel Children’s Home and & Family INC., Cedarhurst, NY 06/2017 - 12/2019 Direct Support Professional
● Delivered services to allow individuals with cognitive disabilities to independently do chores and to assist them to integrate into their community
Rugland.com, Great Neck, NY 01/2015 - 01/2018
Executive Assistant
● Provided customer service to 500+ online customers.
● Created a targeted email marketing campaign that led to $100K sales. Queens Hatzolah, Queens, NY 12/2016 - 12/2017
Emergency Medical Technician
● Utilized effective time management and problem-solving skills in high pressure emergency medical settings to diagnose and triage ~100 medical emergencies.
Northwell Health, Great Neck, NY 08/2016 - 06/2017 ER Ambassador, Hospital for Elderlly Life
● Responsible for alleviating stress of patients and family members in the emergency room.
● Engaged with geriatrics patients to reduce risk of delirium and depression via conversation and music. EDUCATION
Flatiron School, New York, NY 01/2020 - 06/2020
15 Week Full Time Immersive Data Science Program
Queens College, The City University of New York, Queens, NY 08/2019 Bachelor of Arts, Major: Economics, Minor:Psychology, Magna Cum Laude (GPA 3.7)