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Sonam Dawani

Master's Data Science

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About Me

Self-driven and motivated problem solver possessing communication, analytical and software development skills, want to serve as Data Scientist for summer internship. Interested in job positions which are fueled with data and convert data into information asset. Goal is to completely deploy passion towards data, implement the machine learning techniques and to have erudite discussions with fellow employees.

Experience

Georgia State University

Graduate Research Assistant

At Georgia State University, the Data Mining Lab researches on the storage, processing, retrieval, and investigation of big and real-life data with dynamic spatial features. Being a member of this lab, I work in close collaboration with specialists from solar physics, business, statistics, geosciences, and other fields.

Georgia State University

Graduate Teaching Assistant

Having excellent excel skills and ability to address business problems, along with capability to articulate concepts, led to teaching ‘Business Analysis’ under J. Mack Robinson College of Business.

Amdocs

Software Developer

  • A detailed-oriented professional with experience in the development and maintenance of Java, JavaScript and Python enterprise products as per need of clients who were global telecom giants having 10 million+ customers.
  • Being a frontend developer with data analysis and presentation skills, I used to analyze user’s activity on digital applications, which was further used to upgrade products to get cost-effective solutions.
  • Served at Telefonica Brazil client site by developing python software tools to reduce toils and to deploy proactive approaches, which increased team’s productivity.

Education

Georgia State University, Atlanta, Georgia

August 2019 - December 2020

Master's in Data Science

GPA 3.8

Concentration - Big Data and Machine Learning

Ramdeobaba College of Engineering, India

June 2012 - May 2016

Bachelor of Science in Computer Science

Projects

Analyzing Twitter Data

  • Analyzing one month Twitter’s 2016 Archive data. Processing with Spark.
  • Performing user clustering, tweet classification, tweet impression and other analysis and prediction, using k-means algorithm, topic modelling and time-series analysis.
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Data Quality

GSU's Data Mining Lab have Data Base of Sun's Image in heat map format. Database have images for around 9 years (starting from 2010 till date) with the interval of 6 minutes. Some of the images are have erroneous 90 degree rotation. Need to find such images by giving their timestamps.

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Food.com Data Mining Project

Analyzed the data and saw the issues, we worked upon to resolve them by handling outliers. Then started with classification where introduced the new column as Cusine for the data set. Using the new column analysed our data and came up with interesting analysis. Second, performed clustering over the ingredients, for that performed PCA, vectorization and K-means. Analysing cluster over rating and reviews. Further, saw regression where by help of Carbs and Calories we predected other nutritional values using Gradient Boosting Regression. Last but not the least we performed Market Basket Analysis which can be profitable for the sales.

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Skills

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