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Work Experience
Data Science intern
Group Data Analytics, Aditya Birla Management Corporation Limited•  February 2020 - July 2020
1. Worked on Crude Oil Forecasting based on different metrics like Oil Rig Count, Refinery margins, stock market indices etc. 2. Assessed the effectiveness and accuracy of new data sources and data gathering techniques. 3. Understood the analytical tools and techniques and the ability to apply the relevant tool/technique to the given business problem. 4. Exploratory Data Analysis (EDA) : Finding relationships between variables, outlier detection, plotting graphs of those relationships, correlations and preparing final data for modelling. 5. Time Series Univariate Models : ARIMA, SARIMA, Holt-Winters. 6. Multivariate Regression Models : Random Forest, XgBoost, Random Forest Quantile-Regression. 7. HyperParameter Optimization : Finding the best parameters using RandomSearch, HyperOpt. 8. Twitter Based News Analytics to find the market sentiment of crude oil for the next day. 9. Using libraries like GetOldTweets3, Python-Twitter API to fetch historical Tweet data to train classifier models (LSTM, GRU). 10. Unsupervised techniques like Word Cloud and Topic Modelling for Twitter Data visualization.
Education
VIT, Vellore (Vellore Institute of Technology)
Electronics and Communication, B.Tech•  July 2016 - July 2020