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.
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.
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.
Concentration - Big Data and Machine Learning
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.
View ProjectAnalyzed 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.
View Project