Shakti Sourav Panda's repositories
BCG_Virtual_Internship
A major gas and electricity utility that supplies to SME. The power-liberalization of the energy market in Europe has led to significant customer churn.Building a churn model to understand whether price sensitivity is the largest driver of churn.Verifying the hypothesis of price sensitivity being to some extent correlated with churn.
Detection-of-Credict-Card-Default
‘Buy Now, Pay Later’ (BNPL) is a type of short-term financing used by start-ups like Slice, ZestMoney, Simpl, LazyPay, and Uni, are lowering the bars while approving applications. Building models to detect such customers beforehand.
KPMG_Virtual_Internship
Sprocket Central is medium size bike company which requires analytical insights regarding marketing strategy and which customers to target from both current and future customers. A final visualisation input needed to be given to get a sign-off to work further.
Predicting_NIFTY_using_news_headlines
NIFTY closing data was predicted by performing VADER analysis for news headline of the given day.
Store_Footfall_Prediction_TSF
Predicting footfall of customers in a given store using SARIMAX model where exogenous predictors helped in better prediction.
Blog_Author_Features_Prediction_NLP
Text in the form of blogs, posts, articles, etc. is written every second. It is challenging to predict the information about the writer without knowing about him/her. This project is an attempt to create a classifier that predicts multiple features of the author like Gender, Age, Topic and Sign .
EDA_on_IPL_Dataset_Grip
A complete EDA is performed from two IPL datasets which include match-wise and ball-wise data.
Querrying_Fantancy_Sports_App_Data_SQL
A similar environment that of various IPL Fantancy Sports App like Dream11 is created and the data is extracted according to questions asked.