Suvaleena Paul

Majored in Data Science And Analytics
Georgia State University, Class of 2022
From Atlanta, GA

An enthusiastic CFA aspirant with a Masters degree in Data Science and Analytics from Georgia State University. From an engineering background with an insatiable passion for data wrangling and working experience of data analysis in the financial domain. Optimized business processes and automated functionalities leading to increased efficiency using Alteryx, Tableau, SAS and SQL. Developed web application and incorporated banking functionality for multiple global clients using Polymer Js and Springboot framework. Led multiple teams and projects across years in academia. With a strong background in leadership, problem solving, development and analysis, seeking future opportunities in a data driven organization.

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Education

Georgia State University
Manipal Institute of Technology

Suvaleena in the News

Suvaleena Paul Graduates from Georgia State University

Suvaleena Paul of Kolkata earned a Master of Science In Analytics degree with a concentration in Data Science In Business from Georgia State University during the fall 2022 semester. More than 3,0...

February, 17 2023 - Verified by Georgia State University

Achievements Added by Suvaleena

Suvaleena Paul was recognized for earning a spot on an honors list

Spring 2023 - Added by Suvaleena

Suvaleena Paul was recognized for graduating

Fall 2022 - Added by Suvaleena

Suvaleena Paul was recognized for earning a scholarship

Fall 2021 - Added by Suvaleena

Suvaleena Paul was recognized for graduating

Fall 2019 - Added by Suvaleena

Suvaleena Paul was recognized for an accomplishment

Added by Suvaleena

Activities

Golden Key International Honor Society

Recognized and inducted as a lifetime member of the Golden Key International Honor Society for being in the top 15% of all academic majors in Georgia State University.

Fall 2022 - Georgia State University

Added by Suvaleena

Beta Gamma Sigma Honor Student

A lifetime member of Beta Gamma Sigma (BGS). BGS recognizes and honors the top top 20% of graduate students and all doctoral candidates from around the world in business schools accredited by The Association to Advance Collegiate Schools of Business (AACSB).

Fall 2022 - Georgia State University

Added by Suvaleena

Marquis Whos Who

Inclusion as an Honored Listee for Marquis Whos Who in Jan 2025.

Georgia State University

Added by Suvaleena

Work Experience

Assistant Vice President - Fraud Analytics & Innovation Senior Analyst (Device & Account-Takeover Strategies) at Bank of America

Identifying opportunities for new fraud strategy development using statistical and analytical techniques with the goal of being able to identify and mitigate new and emerging fraud threats

Building and optimizing data-driven, analytically based fraud rule strategies which could encompass application fraud, digital money movement products, device authentication strategy

Optimizing existing detection strategies to determine areas where rules can be adjusted to decline fewer false positives and improve the ROI and overall performance of our fraud strategies.

December 2022 - Present

Analytics Engineer (IT Consultant - Digital Strategy Asset and Portfolio Management) at Ascentt Business Systems Inc.

Analyzed financial data related to budget and expense and provided meaningful solutions to Toyota Motor North America
Transformed raw critical business data in AWS Redshift using SQL queries for further analysis
Developed Tableau/PowerBI expense analysis reports for purchase order of vehicles for the client

May 2022 - December 2022

Graduate Research Assistant Data Scientist at Institute of Insight, Georgia State University

Built a machine learning pipeline for tweet extraction from Twitter for changes in stock prices followed by streaming the data in batches through Kafka topics and running an ML model script in Apache Spark
Developed a Tableau dashboard to visualize the analysis of the predicted test dataset stored in MongoDB
Scraped Twitter using Twint and labeled extracted tweets on Health Technology Discourse during COVID for Sentiment and Emotional analysis using Vader and designed monthly topic models

August 2021 - April 2022

Systems Engineer (Full Stack Developer) at Infosys Ltd. (500209)

Handled front-end customization with software development in java for designing web application
Developed back-end integration of banking functionalities and customized APIs in Java for deployment
Received a Performance Based Incentive of INR 5000 for 12 months for graduating the training program

November 2019 - July 2021

Data Analyst Realty Management Division at Goldman Sachs Group Inc. (GS)

Automated processes and optimized SQL queries utilizing Alteryx and visualized the data in Tableau
Revamped business processes using Business Intelligence tools and automation to increase efficiency by saving 40 hours/month of human engagement on data analysis and database structuring
With a team of 7, organized the first ever Alteryx based Hackathon hosted by the organization

February 2019 - May 2019

Data Analyst Additives and Lubricants at Indian Oil Corporation Ltd. (530965)

Designed a model using ABC Analysis to maintain an optimum level of inventory per month
Identified excess inventory of additives blocking a capital of approximately USD 10 million and proposed efficient raw material distribution options that led to an overall profit for the firm

May 2017 - July 2017

Projects + Publications

Investigating Traffic Fatalities - Google BigQuery | Tableau

• Retrieved data from Unites States Department Of Transportation's National Highway Traffic Safety Administration (NHTSA) for Traffic Fatalities from 2015 to 2020 through Google BigQuery to Tableau • Visualized data for reporting the major factors responsible for traffic fatalities using features like light conditions, weather, work zone, road type, and so on

October 2022 - Classwork

Sentiment Analysis - US Consumer Finance Complaints

• VADER Scoring was used to label the sentiment of the complaints lodged by the customers • Though most of the complaints had a negative score, many had 0 and positive score thus indicating false negatives • The accuracy calculated at the end using SVM and a Polynomial Classifier resulted in a handful of False Negatives suggesting not all feedbacks were complaints, some were appreciation/suggestions.

September 2022 - Classwork

Behind the Mask - Image Analytics using GANs

• Trained masked and unmasked images using Attention GAN for unpaired image-to-image translation • Transformed images for data augmentation, ran the model in batches of 4, for 200 epochs and optimized the model using Adam to get unmasked images with expressions

April 2022 - Classwork

Hotel Demand Analysis and Prediction - Predictive Analytics

• Predicted the Average Daily Rate of booking using SARIMA and LSTM. Scaled the data using MinMaxScaler and trained the model for 100 epochs with Adam optimizer; MSE as the loss function • Performed Binary Classification to forecast cancellation probability by encoding the data using Label Encoder and OneHotEncoding and ran model selection using - Classification and Regression Tree(CART), K-Nearest Neighbours, Random Forest, AdaBoost, Gradient Boosting Machine and Light Gradient Boosting Machine. AdaBoost gave the best accuracy of predictions

April 2022 - Classwork

ML Pipeline Development – Social Media Analytics

• Built a machine learning pipeline for tweet extraction from Twitter for changes in stock prices followed by streaming the data in batches through Kafka topics and running a ML model script in Apache Spark • Developed a Tableau dashboard to visualize the analysis of the predicted test dataset stored in MongoDB

April 2022 - Classwork

Curriculum Vitae

Resume

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