Risk Analyst Product Consultant

ADITI TIBREWAL

Arlington, TX adt53e@r.postjobfree.com https://www.linkedin.com/in/aditi-tibrewal-057007206/ 682-***-****

EDUCATION

The University of Texas at Arlington, College of Business Arlington, Texas

Master of Science in Information Systems Expected Graduation: May 2023

Coursework: Business Statistics, Project Management, Python

SKILLS AND PROFICIENCY

•Programming Languages: C, JAVA, SAS, Python (NumPy, Pandas, Scikit-Learn, Matplotlib)

•Data Analysis &Visualization: Python, Advance Excel, Tableau, Power BI, Google Data studio, JMP Statistical Analysis

•Database Management Systems: MS Access

•Modeling: Linear Modeling, Logistic Modeling, Feature Engineering, Decision Tree, Random Forest, Neural Network, NLP

•Machine Learning Algorithm: Classification model, Clustering model, Decision Tree, K-NN, SVM, Model Evaluation, PCA

•Management Tools: Jupyter Notebook, Microsoft project professional 16

PROFESSIONAL EXPERIENCE

Risk Analyst PayPal Bengaluru India Aug 2019-Aug 2021

• Helping with continuous development and design of risk related issues like stolen financials or stolen card, Seller risk operations, Buyer risk Operation, merchant risk operation. Trained on various compliance process to check and manage the risks. Guide the development of products and flows to improve user experience while maintaining buyers and sellers protection services. Managing disputes and payments holds to solve problems that leads to transactional risks. Build attractive dashboards for analysis of user’s survey using Tableau, Python, Java, Excel and Power BI.

Associate Altisource Bengaluru India Mar 2019-Aug 2019

•Conducted analysis from business questions through SQL queries to communication of results. Developed a Web-based tool for analytical visualizations for the business user to monitor critical quality parameters, resulting in a 20% increase in product performance using Google data dashboard.

•Implemented feature engineering to resolve data discrepancies such as outliers & skewed dataset. Automated the process to extract weekly data by developing Python scripts, performed statistical and exploratory analysis, and also communicated the result through compelling dashboards.

Financial product consultant and analyst BankBazaar.com Bengaluru India Mar 2018- Mar 2019

•Implemented market research analysis and helped management with valuable data visualization to support decision analysis regarding financial products to drive business operations.

ACADEMIC PROJECTS

Fraud Risk Analysis Detection System Python: Nov 2021

Applied EDA & deployed regression techniques for data classification, evaluated finest resultant model with an accuracy of 84% along with classification report and graph charts. Result: Conducted Transfer Learning, applied fraudulent reduction on the raw dataset & examined the computational power of the resultant model on transactions data, achieving an accuracy of 74%.

Creating stock database to output specific stock data details Python Excel: Nov 2021

Performed data cleaning utilizing Excel & Python, carried out data scraping & database creation using selenium and SQL with Python. Result: Deployed Decision Tree model and logistic regression model for defining the critical feature, helps in depicting the success of most active stock data output with an Accuracy score of 94%.

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