Marilia Dantas-Gallegos
@mariliadantas-galleg
I lead data governance, ESG analytics, and regulatory reporting at scale.
United StatesWhat I'm looking for
At Truist, I lead data stewardship, ESG and climate risk analytics, and regulatory reporting across complex financial lines of business.
I built metadata and source-level data lineage for Federal Reserve Call Report FFIEC 031 and FR Y-9C reporting, while improving workflows for 500+ line items through Microsoft Copilot, Python pipelines, and automated Excel management.
I recruited and led a team of seven data engineers and data scientists to build Snowflake infrastructure, transition unstructured data, and automate reporting. I also deployed NLP to verify more than 1,000 client property locations and improve emissions calculations for investors and compliance disclosures.
Earlier at SunTrust, I led reporting and data science teams, delivered an 8TB archival migration that saved over $80,000, and identified regulatory data inconsistencies affecting a $5B balance sheet and $300MM income statement adjustment.
Experience
Work history, roles, and key accomplishments
Developed and maintained metadata documentation for critical Federal Reserve regulatory reports, ensuring full FED alignment and data lineage. Optimized data workflows for 500+ line items using Microsoft Copilot, Python, and automated Excel management.
Recruited and led a team of 7 Data Engineers and Data Scientists to architect Snowflake data infrastructure and automate reporting operations. Deployed NLP techniques to verify client property locations and improve emissions calculations.
Directed the Data Science rotational program, scaling to 36 junior data scientists and interns placed annually. Cultivated an internal tech community of 300+ practitioners with monthly sessions and advanced ML training.
Pioneered text analytics projects using NLP topic clustering and sentiment analysis on customer feedback, influencing C-suite strategies. Optimized enterprise SAS Grid storage capacity and user permissions for over 50 users.
VP, Manager of Reporting & Data Science (Consumer Channel)
SunTrust
Nov 2018 - Dec 2019 (1 year 1 month)
Managed five Reporting Analysts and two Data Science Interns, spearheading modernization training on Unix, SAS Automation, and Python/R integrations. Led a migration framework moving 8TB of legacy data to archive, achieving over $80,000 in storage cost savings.
AVP, Senior Data Scientist (Risk & Finance Office)
SunTrust
Aug 2016 - Nov 2018 (2 years 3 months)
Identified material data inconsistencies within CCAR FRY14Q processes, ensuring strict regulatory compliance. Led a team implementing machine learning algorithms in Python to detect anomalies across regulatory financial data pipelines.
Education
Degrees, certifications, and relevant coursework
Georgia State University, Robinson College of Business
Master of Science, Analytics
Master of Science in Analytics from Georgia State University, Robinson College of Business, completed in December 2016.
University of Brasilia (UnB)
Bachelor of Science, Computer Science
Bachelor of Science in Computer Science from the University of Brasilia, completed in September 2014. Thesis: Using Data Mining for Gender Analysis of Computer Science Courses at UnB.
Availability
Location
United StatesAuthorized to work in
Salary expectations
Social media
Skills
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