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Ozan TİMUR

@ozantmur

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I build data-driven automation, forecasting, and workflow optimization solutions for operations.

Turkey

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What I'm looking for

I'm looking to apply data science, machine learning, automation, and industrial engineering to improve operational efficiency, forecasting, and workflow performance.

I build data-driven automation, forecasting, and workflow optimization solutions for operational environments. At BİM Birleşik Mağazalar, I developed warehouse incentive simulations that increased productivity by 8% and sales prediction models that improved inventory-management accuracy by 12%.

My projects include an AI-driven lead-generation and CRM pipeline using n8n, web scraping, and LLMs; retail forecasting with Boosting, LSTM, LGBM, and Prophet; and an NLP-integrated RPA architecture for official correspondence workflows.

I've also worked across production, inventory, SAP ERP, scheduling, digital-twin architecture, warehouse automation, and simulation. As chairman of the Istanbul University-Cerrahpaşa Industrial and Quality Club, I led a 200+ member community and an executive team of 13 students.

Experience

Work history, roles, and key accomplishments

Project Developer Intern

BİM Birleşik Mağazalar A.Ş.

Aug 2025 - Sep 2025 (1 month)

Designed and implemented data-driven incentive programs that increased warehouse productivity by 8% through performance-based simulations. Developed sales prediction models for critical product lines to improve inventory management accuracy by 12%.

Data Analysis predictive modeling Jira Simulation Inventory Management

Production Department Intern

HP Pelzer Pimsa Otomotiv A.Ş.

Aug 2024 - Sep 2024 (1 month)

Managed and tracked inventory and production processes utilizing SAP ERP (MM, MB, CO). Provided comprehensive machine and personnel performance reports to support operational tracking.

SAP ERP Inventory Management Production Planning Excel Reporting

Production Intern

Ayar Makina San. Tic. Ltd. Şti.

Aug 2023 - Sep 2023 (1 month)

Assisted in the coordination of production schedules and resource allocation to optimize daily output. Monitored inventory workflows and production processes via SAP ERP.

SAP ERP Production Scheduling Inventory Management Resource Allocation

Chairman of the Board

Istanbul University - Cerrahpaşa Ind. and Quality Club

Sep 2022 - Jun 2023 (9 months)

Lead executive for a 200+ member community, managing an executive team of 13 students and overseeing 5 main committees. Managed strategic relations and acted as the primary liaison between students, faculty administration, and corporate partners.

Leadership Team Management Strategic Relations Event Coordination

CNC Operator

Ayar Makina San. Tic. Ltd. Şti.

Aug 2022 - Sep 2022 (1 month)

Operated CNC machinery in strict compliance with technical and quality standards. Identified and resolved operational bottlenecks through rigorous production cycle analysis.

CNC Operation Quality Control Process Analysis Production Efficiency