Konrad Zdeb
Data Science Lead, Fraud @NatWest
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WORK HISTORY
Data Science Lead, Fraud @NatWest
Edinburgh, GB
Lead a team of data scientists dedicated to fraud detection and prevention• Define and execute the strategic vision for machine learning and artificial intelligence projects in fraud detection, leveraging the power of cloud computing, specifically AWS.• Collaborate closely with stakeholders, including risk management, compliance, and IT teams, to understand business requirements and develop innovative cloud-based solutions to combat fraud risks.• Utilise advanced analytics techniques, including machine learning algorithms, to identify patterns and anomalies indicative of fraudulent activities, leveraging the scalable and flexible capabilities of AWS.• Drive the development and implementation of predictive models and algorithms in the cloud environment, harnessing the features and services provided by AWS to enhance fraud detection capabilities and reduce false positives.• Stay abreast of emerging cloud technologies, industry trends, and regulatory changes in fraud detection and prevention, ensuring the team remains at the forefront of advancements in AWS.• Provide technical guidance, mentorship, and coaching to junior data scientists and junior managers, fostering their professional growth and development in the field of fraud detection and leadership.• Conduct code reviews and provide constructive feedback to ensure high-quality and efficient code development practices.• Ensure compliance with regulatory requirements and ethical standards in fraud detection and prevention initiatives, while adhering to best practices for security and data privacy.• Regularly communicate project progress, insights, and recommendations to senior management and key stakeholders• Mentor junior data scientists and junior managers, providing guidance, support, and opportunities for their skill development, fostering a culture of continuous learning and career advancement.
EDUCATION
Coursera
Data Science Specialization, Data Science
The University of Edinburgh
Doctor of Philosophy - PhD
University of Aberdeen
MRes, Political Research
Robert Gordon University
Bachelor of Arts (B.A.), Applied Social Sciences
Örebro University
Erasmus Exchange Programme, Applied Social Sciences
ABOUT KONRAD ZDEB
Seasoned Data Science Manager with robust experience in leading AI and machine learning projects from conception to production. Expert in utilising AWS and Snowflake for advanced data handling across structured and unstructured datasets. Proficient in Python, R, and SQL, skilled in designing and implementing comprehensive data science strategies that align with organisational goals. Demonstrated leadership in developing and managing the full lifecycle of data science projects, including experiment design, proof of concept, system architecture, and production deployment. Adept at fostering innovation within data science teams, encouraging creative solutions and cutting-edge techniques. Demonstrated leadership in overseeing large-scale data processing technologies such as Hadoop, Spark (including PySpark and SparkR), and Hive. Committed to team leadership, specifically in driving professional development and upskilling initiatives. Proven success in recruiting top talent, fostering a culture of continuous improvement and innovation. Experienced in mentoring teams to enhance skills and propel organisational success.
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