Description

Specializing in AI/ML model development and data science, I’m passionate about turning complex data into actionable insights. My expertise lies in creating innovative solutions that enhance efficiency and optimize production, driving both technological advancement and significant cost savings—potentially up to a couple of billion euros. Committed to the harmony of technology and sustainability, I strive to develop solutions that not only meet industrial needs but also respect the environment.

Industry field of expertise

Languages

English
Fluent
Dutch
Conversational
Turkish
Native or bilingual

Workplace preferences

Can work on-site

Ghent (up to 50km), Brussels (up to 15km), Antwerp (up to 20km)

ING Turkey
Senior Data Scientist
BANKING AND INSURANCE
October 2024 - Today (1 year and 8 months)
İstanbul, Türkiye
In my role as a Senior Data Scientist at ING Turkey, I have driven strategic initiatives that enhance model reliability and customer insights through data-driven decision-making. I have focused on developing robust analytical frameworks and process improvements that support both operational stability and strategic growth.
• Binary Model Monitoring:
• Goal: Implement a reliable monitoring framework for binary predictive models ensuring stability and regulatory compliance.
• Approach: Developed and standardized process workflows to track input features and output distributions, facilitating the early detection of data shift.
• Role: Led the design of monitoring solutions that reinforce model stability and accuracy.
• Outcomes: Achieved enhanced model reliability and provided actionable insights that strengthened decision-making processes.
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Ford Otosan
Artificial Intelligence Engineer / Data Scientist
AUTOMOBILE
August 2021 - September 2024 (3 years and 1 month)
İstanbul, Türkiye
In my role as an Artificial Intelligence Engineer/Data Scientist at Ford Otosan, I contributed to AI/ML initiatives that transformed manufacturing processes. By developing data-driven solutions for anomaly detection and predictive maintenance, I helped improve operational efficiency and reduce downtime, leading to over €4M in savings for the company.
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