About Me
Machine Learning: Linear Regression, Ridge & Lasso Regression, Logistic Regression, K Nearest Neighbor’s Classifier, Support Vector Machine, Decision Tree, Random Forest, Gradient Descent, Ada-Boost, Gradient Boosting, XGBoost....
Python/ML Packages: NumPy, Pandas,Scikit-learn,Seaborn, Matplotlib, Statsmodels,Pandas Profiling,ColumnTransformer,Sklearn Pipeline,etc
NLP : Sentiment Analysis,Tokenization,Lematization,Stemming, POS , Stop word removal, TF-IDF, N-grams, Bag of Words, W2Vec,NLTK.
Time-Series Analysis: AR, MA, ARIMA, SARIMAX, VAR models for time series data analysis.
Database: MySQL
Tableau, Github,Jira.
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Data & Analytics
Programming Language
Web Development
Development Tools
Database
Others
Operating System
Networking & Security
Positions
Portfolio Projects
Company
Customer Churn Prediction Of Car Insurance Company.
Role
Data Scientist
Description
Growing insurance market allure many companies to enter into insurance sector which increase competition in this sector. To survive and grow in this competitive market insurance company need to predict their customer churn. Customer churn model enable company to predict its customer‘s choice of retention or attrition which help company to get idea of its revenue.
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Sentiment Analysis of Coffee House Customers .
Role
Data Scientist
Description
Brand reputation and goodwill can be improved by listening voice of customers. With sentiment analysis keeping track of customer comments allows you to engage with customers in real time. It enable to quickly respond to negative or positive comments, and get regular, dependable insights about your customers, which you can use to monitor your progress from one quarter to the next.
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Electricity Consumption Forcast UsingTime Series Analysis.
Role
Data Scientist
Description
Electricity demand growing day by day creates many problems for powerplant managers like matching supply with demand, maintain power grid stable, avoid power cut etc. Forcasting electicity consumption makes powerplant manager’s task easy which help them to build efficient power management system.
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sarima ARIMA Auto Arima VAR Model