Nidhi R.

Nidhi R.

Data Storyteller

, India

Experience: 5 Years

Nidhi

Data Storyteller

12000 USD / Year

  • Immediate: Available

5 Years

Now you can Instantly Chat with Nidhi!

About Me

I am an experienced Data Analyst, who had worked on various domains such as Healthcare, Finance and Human Resources. I make data tell story and helps businesses understand the pattern of risk or sales and train data to predict future risk or sales...

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Portfolio Projects

Credit Fraud Risk Analysis for UK Based Banking organization

Company

Credit Fraud Risk Analysis for UK Based Banking organization

Description

  • Implemented Logistic Regression, Clustering and Random Forest techniques to predict frauds and 20% frauds are avoided with this model. Customers are further segregated on the basis of their fraudulent activities using Clustering technique that benefited client in coming up with new business problems.

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Cancer Prediction using Machine Learning Technique

Company

Cancer Prediction using Machine Learning Technique

Description

  • Implemented classification techniques for machine learning: Decision Tree, KNN and SVM technique (accuracy 95.7%, specificity 94.5%, sensitivity 97.1%). In conjunction with healthcare knowledge results help physician’s team to optimize treatment of patients so the cancer deaths are reduced.

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Employee Attrition Prediction

Company

Employee Attrition Prediction

Description

Objective: Build a prediction model to identify the employees at the risk of attrition within the organization to undertake appropriate retention measures.

• Business Benefit: Implemented a Logistic Regression model, CART and Random Forest techniques to predict the employee attrition propensity in next 3 months. The results of model help HR Partners to retain at least 6 out of 10 high potential employees leading to reduction in the turnover and new hires cost.

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Skills

R Language

Tools

rstudio
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