Data Scientist Intern Resume Burlington, NC - Hire IT People

TECHNICAL SKILLS:

R: 3 years of experience in statistical programming, Data Visualization (ggplot2/shiny), Version control

Python: 2 years of experience in machine learning (sklearn/tensorflow), Spark (pySpark)

SAS: Working experience in PROC SQL, macro programming, etc.

Statistical modeling: A/B testing, GLMs, Predictive Models, Hypothesis Testing, Experiment Design, Hierarchical Models

Machine Learning: Supervised learning (Regressions, SVM, Tree models, Na ve Bayes, GLMs, etc.), Unsupervised learning (Clustering, PCA, etc.), Deep Learning, NLP

Big Data: Spark, Hadoop, HDFS, Hive

Coding: Scala, SQL, Java, HTML, CSS, NodeJS, XML, JSON, JavaScript

PROFESSIONAL EXPERIENCE:

Confidential, Burlington, NC

Data Scientist Intern

Responsibilities:

Researched, acquired data, and built a classification model for the lab testing insurance claims denials. Achieved 89% prediction accuracy of the declined lab testing insurance claims using gradient boosting trees.
Automated the ticket request for selecting patients with targeted mutations
Built a desktop app for connecting the database and monitoring the ticket processing status using Python PYQT5 and py2exe packages
Implemented TF - IDF feature extraction algorithm to identify patients with targeted mutations

Confidential

Data Analyst Intern

Responsibilities:

Established optimal customer selection platform through logistic regression model in SASAchieved 3.3 lift measure at 20% of the testing population by feature engineering and variable selection
Reduced the model performance monitoring procedure to seconds by automating data extraction and analysis steps
Developed the guidelines and best practices report for selecting customers based on the predictive model analysis

Confidential, Greensboro, NC

Actuarial Summer Analyst

Responsibilities:

Conducted the loss reserve study using new segmentation method•Wrote a bootstrap program in SAS to generate a synthetic portfolio for catastrophic model tests
Converted the VONB Excel model to SAS model for better scalability
Improved the logic and readability of the reserve model in Excel

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Data Scientist Intern Resume

Burlington, NC

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