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Monika Kwiatkowski

@monikakwiatkowski

Message

Senior AI consultant driving measurable, compliant AI adoption through machine learning and computer vision.

Germany

Message

What I'm looking for

I’m looking for a role where I can lead end-to-end AI initiatives, translate business needs into compliant ML solutions, and partner with stakeholders on model governance and explainability to deliver measurable impact.

I’m a Senior AI Consultant who drives the strategic adoption of Artificial Intelligence to deliver measurable value and lasting impact. I combine deep expertise in Machine Learning and Computer Vision with hands-on delivery across regulated sectors like finance and the public domain.

At Deloitte, I lead end-to-end AI initiatives—from problem framing and deployment—translating business challenges into scalable data architectures and ML solutions. I build Big Data pipelines and MLOps-ready environments, and implement explainable ML models in compliance-sensitive contexts.

I’ve strengthened my research and applied expertise through roles including External Researcher and Doctoral Research Assistant at Technische Universität Berlin, plus research support for Deutscher Bundestag. This blend of research rigor and practical engineering helps me turn innovation into scalable solutions that stakeholders can trust.

I also bring cross-functional experience through earlier work as a Software Developer delivering computer vision solutions and internship projects focused on computer vision algorithms. Fluent in multiple languages, I bridge people, technology, and strategy to accelerate data-driven transformation.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Consultant

Current

Deloitte

Jan 2024 - Present (2 years 2 months)

Led AI initiatives by translating business needs into scalable machine learning solutions and advising stakeholders on model governance. Applied expertise in machine learning and computer vision to deliver measurable value.

Machine Learning Computer Vision Python R Pandas Model Governance

Doctoral Research Assistant

Technische Universität Berlin

Jan 2019 - Jan 2024 (5 years)

Conducted research in machine learning and computer vision while supporting doctoral-level academic work. Contributed to research activities from 2019 to 2024.

Machine Learning Research Computer Vision Machine Learning Python Data Analysis Scientific Computing

Data Scientist

Deutscher Bundestag

Jan 2018 - Jan 2023 (5 years)

Led end-to-end AI initiatives from problem framing to deployment, translating business challenges into scalable data architectures and ML solutions. Built big data pipelines and MLOps-ready environments, implemented explainable ML models for compliance-sensitive contexts, and advised stakeholders on data-driven decision-making and model governance.

Machine Learning MLOps Big Data Pipelines Data Architecture Model Governance

Software Developer (AR)

Geenee Ar

Jan 2015 - Jan 2016 (1 year)

Developed computer vision solutions focused on background subtraction. Contributed to building practical computer vision functionality during 2015–2016.

Computer Vision Background Subtraction Image Processing Machine Learning Python

Bachelor Thesis Project

Deutsche Telekom

Jan 2015 - Jan 2016 (1 year)

Worked on computer vision algorithms for an image processing pipeline for paper sheet detection at Telekom Innovation Laboratories. Developed thesis work focused on detecting and processing paper sheet content from images.

Computer Vision Image Processing Algorithm Development Machine Learning Python