Location : Jaipur , India,
Experience : 3 Year
Rate: $24 / Hourly
Availability : Immediate
Work From : Offsite
Category : Information Technology & Services
Capstone Project: Hotel Cancellation Prediction
Hotel booking cancellation is biggest hardships for the Revenue Management.
The various techniques used in the predictive model building are descriptive statistics, outlier treatment, need for data standardization, and various performance metrics to validate the performance of predictions on Test & Train sets along with model tuning.
Creating a Business Report with all the Insights and Recommendations based on the machine learning models predictions for the Revenue Management.
Models: CART, Random Forest, KNN, Gradient Boosting.
Bank Customer Segmentation:
Using the concepts of Hierarchical and K-Means clustering for the bank customer segmentation and create clusters as Max payers or Full Payers, Non Payers, Revolvers.
The various techniques used are descriptive statistics, outlier treatment, impact of scaling on clusters, cluster profiling.
Models: Agglomerative Clustering, K-Means Clustering.
Visualizing Insurance Claims using Tableau:
Explore the art of problem-solving with the aid of visual analytics.
Creating charts with parameters and calculated fields.
Build interactive dashboards and storyboard to provide high-level insights.
Intern (Data Science)
Chakra Networks, Research Centre IIT
Madras 05-16 – 06-16
Project: Wholesale Store Sales Prediction Created a new Deep Learning based Hybrid model for Stock Prices prediction.
Summer Internship Project on Power Line Carrier Communication Management.
A Smart Meter with user interface to remotely access the power usage measurements stored at the central hub database with features of power management.