Weatherhead ORSC Student's Big Data Analytics Dream
Ayush Bharadwaj came to Case Western Reserve University after nearly eight years of working to help further his knowledge and skills so he could get a career in big data analytics. Unlike most students in a operations research and supply chain management program, Ayush's work experience and varied skill set allowed him the ability to take his career in many different directions.
“I remember Ayush interviewing with American Greetings and a regional consulting firm and then stopping by my office to tell me that he appreciated being considered for the internships, but that this wasn’t what he was passionate about. He told me he really wanted to analyze big data analytics and that was the direction he wanted to move in.” said Matthew Maloney, program director for the Master of Science in Management - Operations Research and Supply Chain Management (MSM-OR/SC) program at Weatherhead School of Management.
Getting to his big data dream
As a self-proclaimed data geek and problem solver, Ayush always wanted to be a “data scientist”. He had many discussions with Matt about his aspirations and plans to get him where he wanted to be. It was through these conversations that they both become aware of Explorys.
During the summer of 2013, Explorys had no open internship positions. However, Matt convinced his contact at Explorys to interview Ayush for a possible part-time internship. With the help of Ayush's background in computer programming and the skills gained at Weatherhead (e.g. linear programming, probability theory and statistics), he aced the interview and was offered a part-time internship during the fall 2013 semester.
Ayush’s internship was a result of his hard work and the guidance provided by the Weatherhead professors and staff. During the summer before his internship, he took steps to prepare himself once again and worked with Weatherhead professors on additional projects to update his knowledge.
His big data internship
During the eight-week-long internship at Explorys, Ayush worked as a data scientist intern on a big data analytics project. The project was aimed at identifying patients that were at a high risk of re-admission once they had been discharged from the hospital.
The idea was to test various classification algorithms over millions of health records and select the algorithm that had the best accuracy of identifying high risk patients. There were three significant steps involved:
- retrieving electronically stored data
- analyzing it using various statistical methods
- choosing the best algorithm to predict the patients’ re-admission risk
While working on the project, Ayush used much of his computer programing skills gained from work experience as well as what he learned in class at Weatherhead. During the internship, Ayush got a chance to learn the famous map-reduce programming framework that is so popular in the big data analytics space.
Ayush just finished his internship and it was everything he had hoped for and more. The highlights of the internship were the company sponsored lunches that happened three times a week. Ayush recently interviewed for a full time “data scientist – analytics” position at Explorys. He is very excited about this opportunity and is hopeful that a job offer will be coming soon.
Read about another OR/SC student's internship experience
Learn more about the MSM-OR/SC program at Weatherhead
Visit our Life at Weatherhead blog to read more about the student experience