Profile Details

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Hire Chandana V.

Singapore

USD 80 /hr

Profile Summary

I am currently working as Research Associate in National University of Singapore and I completed Masters in Enterprise Business Analytics from NUS,Singapore.I have 4 plus years of experience in statistical analysis and data modelling prior to my Masters Degree. I am currently working as an intern for Integrated Health Information Systems(IHIS )and my projects include: NoShow Prediction for Singapore General Hospital and the model got deployed in the month of January'17.The project involves developing a predictive model on whether the patient turns up for the appointment or not where I used XGBoost algorithm to develop the model Time Series Analysis of Emergency visit Count: Develop a model to predict the visit count in emergency department.Used prophet package to improve model performance and currently working on using RNNs to develop the model. Text Analysis of Appointment remarks by doctor to check which diseased patients are not turning up for the appointments. Developed Rshiny dashboards to understand the readmission rates across Singapore. Other than the above projects ,I am currently working on anomaly detection that predicts when the performance of the server will go down. Other than these,I have done school projects which included time series analysis of temperatures ,market basket analysis ,churn prediction and credit risk modelling. I have taken up many data analytics projects and trained industry people to include datascience in their departments. My current interests include using Deep Learning for image and speech recognition and I am working on it.

Subject Matter Expertise

• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Machine Learning
• ☆ Deep Learning
• ☆ Business Analytics
• ☆ Statistics

Services

• Writing
• Data & AI

Work Experience

Reasearch Associate

Saw Swee Hock School of Public Health-National Univeristy of Singapore

October 2017 - Present

Data Scientist

Integrated Health Information Systems

August 2016 - July 2017

Vinfinet Technologies Private Limited

Data Scientist

January 2012 - December 2015

Education

Masters in Enterprise Business Analytics

National University of Singapore

January 2016 - July 2017

Btech

National Institute of Technology -Warangal

August 2005 - May 2009

Certifications

• Certification details not provided.