Data Scientist

Sneha Dingre

ac2512@r.postjobfree.com 704-***-****

linkedin.com/in/sneha-dingre github.com/snehadingre RELEVANT EXPERIENCE

Open Source Community Dashboards, Gluster August 2016- December 2016 Team Member

• Collaborated with Gluster team and worked with a team of 6.

• Developed a fully customizable open-source community dashboard for Gluster Community, Red Hat to track users, contributions, events, GitHub commits, Google hits.

• Implemented Agile methodology and worked with Python, Elasticsearch and Kibana technologies. PROJECTS

• Mined tweets from Twitter for sentiment analysis and created a dashboard to visualize sentiments of trending tweets. Tools: Python Libraries: pandas, NumPy, TextBlob, Plotly visualization API

• Developed predictive model by applying machine learning techniques to provide strategic recommendations for a claims processing company to process workers’ compensation. Tools: SAS Enterprise Guide (data processing), R (Decision Tree Modelling), Tableau

• Modelled student’s academic performance based on academic background, demographic & behavioural factors Tools: R (Libraries: caret, random forest, arulesviz, rpart, NeuralNetTools)

• Analysed Stack Overflow data to track users with maximum reputation, most viewed posts and other statistics. Tools: Java, Pig, Hive, Hadoop MapReduce Framework TECHNICAL SKILLS

Machine Learning: Feature engineering, Ensemble methods, Classification, Regression, Clustering Statistical analysis: Hypothesis Testing, Confidence Interval Estimation, T-test, ANOVA Programming Languages: Competent in Python (NumPy, SciPy, Scikit, pandas), R, Java Familiar with Big data technologies like Hadoop (MapReduce, Hive, Apache Pig, Spark), Angular4, C

Data visualization tools: Kibana, Tableau, Plotly

Databases: Competent MySQL, MongoDB

Familiar with Cassandra, Elasticsearch, HDFS

Other Technologies: SAS, Jupyter notebook, Spyder, Amazon EC2, S3, Agilefant EDUCATION

• University of North Carolina at Charlotte, NC, USA December 2017 Master of Science, Computer Science (Data Science & Management) GPA: 3.88/4.0

• University of Pune, India May 2016

Bachelor of Engineering, Information Technology GPA: 3.4/4.0 PUBLICATIONS

• Payal Bhuva, Sneha Dingre, Swati Jape, Manali Joshi, Prof. D.V Medhane. (2016) “Cloud Based Application for Event Management System”, Multidisciplinary Journal of Research in Engineering and Technology, Vol. 3, Issue 2, 2348-6953 CERTIFICATIONS

• Big Data and Hadoop Developer, Edureka

• C, C++ & Java training offered by Spoken Tutorial Project, Indian Institute of Technology, Bombay OTHER EXPERIENCE

Alternative Text Assistant August 2017- Present

Disability Services, UNC Charlotte, NC, USA

Responsibilities:

• Coordinating alternative text production and Braille production for students with print disabilities

• Managing workflow for small team of undergraduate students for in-house alternative text production

• Assisting with enterprise software system roll-out

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