EDUCATION
Georgia Institute of Technology
Master of Science, Computation AnalyticsIn Progress
University, School of Business
Master of Accounting (Honors)
B.B.A., Accounting & Finance (Magma Cum Laude)
PROFESSIONAL EXPERIENCE
Big 4 Consulting, City, State Feb. 2022 - Present
Senior Data Engineering Consultant
- Segmented customers using k-means clustering algorithm to identify different target groups for advertising
- Supported billing migration effort by identifying key customer groups using clustering and classification machine learning models
- Developed and implemented a classification model to accurately predict customer churn
- Designed and built dashboards in Tableau and Power BI to present data quality errors to executive leadership
- Designed, built, and deployed data pipelines using Python, SQL, and AWS services
Leadership Roles
- Led a cross-functional team of 5 engineers and data analysts to identify and resolve a $43M annual revenue leak
- Facilitated DEI recruiting campaigns, mentoring high school to college students in careers in consulting
- Led a team of 12 as a project manager in an AWS cloud migration for a large consumer products company
- Organized a panel event with 1k+ attendees on Generative AI and Natural Language Processing
- Led a team of 6 to identify Generative AI use cases across Telecommunication, Technology, and Media industries, resulting in $25M in sold engagements
Big 4, City, State Aug. 2018 – Feb. 2022
Senior Auditor - Analytics
- Designed outlier detection model to identify unusual transactions for audit selection, reducing audit hours by 8%
- Gathered visualization requirements, retrieved transaction data, and designed and built Tableau visualizations to further audit risk assessment
- Retrieved and analyzed transaction data using Python and SQL
- Managed a team of 7 direct report staff auditors in the completion of a 15,000 hour annual audit
- Created process flow diagrams and narratives to understand complex accounting processes and identify risks of material misstatement
- Expanded utilization of India based team, increasing offshore utilization by 18% and creating a 24-hour work cycle.
PERSONAL PROJECTS
- Completed the cloud resume challenge using AWS services (Lambda, Route 53, API Gateway, S3, DynamoDB) and deployed using CloudFormation
- Created a network visualization to cluster incoming students based on common friends, increasing orientation program attendance by 12% year over year
- Built a personal budget tracker using a Raspberry Pi, Python, and Mint.com API
- Completed an analysis that measures the correlation between sentiment of Bitcoin Tweets and Reddit comments and the price of Bitcoin
COMPETENCIES
- Specialist Certification – Word, Excel, PowerPoint, Access
- Programming Languages – Python, SQL, R
- Cloud Services – AWS, GCP
- Data visualization software – Tableau, Power BI, Gephi
- Professional Certifications – Certified Public Accountant (CPA)