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Daniel BrackiDB
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Daniel Bracki

@danielbracki

Data-driven model validation analyst specializing in Python/SQL QA and risk assessment.

Poland
Message

What I'm looking for

I’m looking for a role in model validation and data-driven QA within risk/AML contexts, where I can use Python/SQL to automate validation, strengthen data quality, and collaborate closely with Compliance stakeholders. Open to relocation to Switzerland.

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

Citi logoCI
Current

Independent Validator Analyst

Feb 2023 - Present (3 years 5 months)

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 logoPT

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 logoUW

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

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