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Work Experience
Portfolio Analytics Specialist
UBS• July 2021 - Present
Data Analyst Intern
Worksorted Pty Ltd• May 2020 - August 2020
Utilized Data Mining and Machine Learning techniques to identify the high probability enquiries that will lead to enrolment. Leveraging the rich data set provided by Weworkbook, a Worksorted subsidiary, with 120 thousand enquiries and 1 million notes (from the enquiries) 40K enrolments for training and testing algorithms with the following: - Performed Data Cleaning, Data Wrangling and Text pre-processing using Pandas, Numpy and regular expressions. - Analysed the textual data through TFIDF vectorization using the 'Bag of Words' approach. Used scikit-learn and NLTK libraries to perform Text Mining. - Used Logistic Regression, Naive Bayes and Support Vector Machines along with Word2Vec to perform text classification. - Created a Pytorch Model to analyse the textual data and predict outcomes for enquiries with an 85% accuracy. Also, generated a score for predicting the success of an enquiry using the model.
Education
Carnegie Mellon University, Pittsburgh
Information Systems Management, MS• August 2019 - Present
- The Master of Information Systems Management (MISM) program prepares the students to become the next generation of technology leaders. - Carnegie Mellon is ranked number 1 in information and technology management according to the US News and World Report. - The global program (1 year in Australia and 1 year in the US) provides a diverse perspective to solve the challenges of the global economy.
VESIT, Mumbai (Vivekanand Education Society's Institute of Technology)
Information Technology, BE• July 2015 - June 2019
- Affiliated to Mumbai University, Vivekanand Education Society's Institute Of Technology is one of the best engineering colleges in Mumbai. - The B.E. Information Technology degree empowers the students to solve complex challenges faced in the IT Industry by becoming trained professionals.
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