Revanth reddy Katanguri

Revanth reddy Katanguri

Data Enthusiast- R, python, Hadoop, Hive, SQL, Sqoop
Dallas/Fort Worth Area
-> Passionate Data Scientist and Big Data enthusiast having 2 years of Professional work experience with implementing Data Science, Big Data solutions in solving problems related to Predictive modelling, Data processing using tools- R, python, Hadoop, Hive, SQL, Sqoop. -> Professional and Academic work experience with working on Machine learning models- Classification, Regression, Clustering, Support vector Machine, Decision trees, Random forest, Principal component analysis(PCA), Neural Networks, XgBoost. -> Hands on experience in using various R packages- dplyr, tidyr, python libraries- Numpy, Scipy, Pandas, Scikit-learn, Visualization packages like ggplot2, Seaborn, Bokeh. -> Strong experience and knowledge in using Hadoop, HDFS, Writing Complex Hive queries, Sqoop imports, hands on experience in using Cloudera distribution. -> Excellent written and articulation skills with a strong character and a committed team player.

Project: Coupon purchase prediction

Summary:

  • Designed a recommendation engine for Ponpare, Japan’s leading joint coupon site which predicts the 5 most likely coupons the customer will buy out of 310 available coupons.
  • Performed the computation, log transformations, feature engineering and Data exploration to identify the insights and conclusions from complex data.
  • Built an algorithm implementing the concept of Cosine Similarity which recommends the 5 coupons the customer will most likely to buy.
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