Associate Data Scientist

• Jun 2022 - Present

Associate Analytics & Data scientist

• Dec 2021 - Apr 2022

Worked under Bizvibe unit Worked under Bizvibe unit

Intern

• Aug 2021 - Oct 2021

Chat bot to provide a seamless response to Data Science interview questions with an appropriate answerBusiness Problem: Unavailability of chat option to get your data science interview questions with your answers, for a one stop solutionon your seeking Data Science interview answers for your questionsSolution:- Scrapped various websites to collect the question and their answers topic wise using scrapping techniques like Beautiful soup- Cleaned the data using EDA process like removing special characters, numbers and emoji's along with lemmatization , removing, stopwords, Normalization and Tokenization- Analyzed the data by visualization and associations of the various words and their frequency by visualization library seaborn- Transformed the data into vector space model using TF-IDF vectorizer and used cosine similarity to get the similarity between the user input and the entire corpus- Reduced the human intervention and time by 50% and got the answers seamlessly- Assisted in Deploying this chatbot using Django as a web application Show less

Intern

• May 2021 - Aug 2021

Sentiment Analyzer for the Amazon ReviewsBusiness Problem: To make some decisions about the production and supply of the product by understanding the liking or disliking of that product along with sentiment analyzerSolution:- Assisted in scrapping the reviews of the book Think and Grow Rich from Amazon and cleaned up the data with all the EDA process and visualizations- EDA process included removing special characters,numbers and emoji's along with lemmatization ,removing stopwords,Normalization and Tokenization- Implemented lexicons(vader) to the data- Responsible for building various machine learning classification models which gave more than 90% accuracy Show less

Summer Internship

• May 2019 - Jul 2019