Anna Pastwa
Director Of AI Deployment Assurance at Instytut Kościuszki
Warsaw Metropolitan Area Poland
Summary
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Senior🎓
Top SchoolAnna Pastwa is a Director of AI Deployment Assurance with nine years’ experience bridging AI research, model risk and enterprise-scale governance in global financial services. She combines hands-on research into scaling laws for deep learning at MIT with practical leadership of model risk and GenAI assurance programs at major banks, translating complex technical capabilities into pragmatic, auditable frameworks that enable safe, measurable adoption. Comfortable engaging regulators, executives and cross-functional teams, she has built and led teams responsible for validating production models, shaping governance for generative AI, and embedding risk-based decision making across organisations. Her academic background (PhD in Business Economics and an Advanced MSc in AI) and research on the economics of model scale give her a rare perspective on the cost–benefit tradeoffs of model choices for business deployment. Based in Warsaw, she is also an affiliated MIT researcher and public voice on AI policy and industry readiness, blending scholarly rigor with operational delivery.
9 years of coding experience
10 years of employment as a software developer
MA, Public Sector Economics and Administration, MA, Public Sector Economics and Administration at Krakow University of EconomicsPhD in Business Economics (awarded 15th November 2018), PhD in Business Economics (awarded 15th November 2018) at KU LeuvenExchange program: Business Economics, Exchange program: Business Economics at Grand Valley State UniversityDoctoral studies in Quantitative Economics - Research Track (discontinued to join KU Leuven), Doctoral studies in Quantitative Economics - Research Track (discontinued to join KU Leuven) at Université libre de BruxellesExchange program: Management Sciene, Exchange program: Management Sciene at Vrije Universiteit Brussel
English, French, Polish, Dutch, Russian, German
Github Skills (11)
statistics6
python6
matplotlib6
pandas5
data-visualization4
machine-learning4
deep-learning4
visualization4
computer-vision4
data-science4
data-analysis3
Programming languages (1)
Github contributions (5)
annapastwa/datamine
Feb 2017 - Oct 2022
Contributions:7 pushes, 1 branch in 5 years 8 months
mabugamm/compvision
Mar 2019 - Mar 2019
Computer Vision (B-KUL-H02A5A)
Contributions:13 commits in 2 days
deep-learningcomputer-visionmachine-learningvision
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