Daniel Bracki
@danielbracki
Data-driven model validation analyst specializing in Python/SQL QA and risk assessment.
What I'm looking for
I’m a data-driven QA and model validation assistant who focuses on independent validation for credit/market risk models. I bring strong experience with risk assessment, backtesting, and sensitivity analysis, with a practical, governance-minded approach.
At Citi, I perform independent model validation for credit/market risk models, developing validation scripts and reproducible analysis in Python and VBA. I also build automated tests and document model limitations, propose remediation actions, and present findings to Compliance teams.
I use Jupyter and Excel to prepare interactive reports and dashboards for stakeholders, and I collaborate with model owners to implement validation recommendations and track fixes. I’ve also designed and migrated a centralized database for a 40-user team in two weeks to standardize workflows and improve reporting speed and reliability.
What motivates me is attention to QA and data analysis detail—especially data quality and data validation. I’ve identified data weakness that led to remediation and helped reduce validation exceptions by 20%, while reinforcing model governance and validation discipline.
Experience
Work history, roles, and key accomplishments
Performed independent model validation for credit/market risk models, including backtesting and sensitivity analysis, and documented model limitations with proposed remediation actions. Developed validation scripts in Python/VBA and created interactive reports and dashboards using Jupyter/Excel for Compliance stakeholders.
Education
Degrees, certifications, and relevant coursework
Polish-Japanese Academy of Information Technology
Master of Information Technology, Software Engineering
2023 - 2025
Grade: 4.3/5
Pursuing a Master of Information Technology (Software Engineering), with GPA 4.3/5.
University of Warsaw
Bachelor of Economics, Computer Science
2020 - 2023
Grade: 4.1/5
Completed a Bachelor of Economics with Computer Science focus, with GPA 4.1/5.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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