Melisa Kavak
Industrial Engineering Senior Student
Overview
4
4
years of professional experience
2
2
Languages
Work History
Analyst Intern
Gümüşsuyu Halı
11.2024 - Current
- Leading a TUBITAK 2209-B supported project focused on highly accurate classification of carpet patterns using Python-based deep learning models (CNN, KNN).
- Applying advanced image processing techniques to extract features from complex carpet designs using OpenCV.
- Integrating model results into a data-driven marketing strategy to support design-based customer segmentation.
- Supporting international sales and documentation processes in the export department, utilizing ERP systems (SAP MM & PP).
Board Member
Abdullah Gul University Personal Networking Club
10.2021 - Current
- Led corporate partnerships, managed sponsorship negotiations, and executed strategic communication campaigns.
- Organized large-scale Networking Festivals and career-focused events, driving engagement and brand visibility.
Winner of the She-Energy Project Competition
Enerjisa
08.2024 - 01.2025
- Built a machine learning model that forecasts daily energy consumption by integrating weather data and special days (using ML – Python, Linear Regression,Time Series Analysis).
- Achieved a prediction error of less than 4% using weather-augmented data modeling.
- Delivered a forecasting interface and contributed to data-driven energy demand planning.
Data Science Intern
Anadolu Sigorta
08.2024 - 11.2024
- Processed large-scale insurance data to uncover patterns and insights (Data Preprocessing – KNIME).
- Performed association analysis using KNIME’s Association Rule Learner to optimize compensation distribution.
- Delivered actionable insights to drive process improvements and cost optimization.
Technical Procurement Intern
Mercedes-Benz Turk
07.2024 - 08.2024
- Participated in strategic supplier evaluations and enhanced procurement workflows (using Procurement Strategy – SAP MM).
- Merged theoretical SAP training with real operational tasks in inventory, ordering, and supplier communication.
- Led a data-driven supplier analysis project, contributing to more effective purchasing decisions (using Market Research – Excel, SAP, Supplier KPIs).
Project Intern
Durlum A.Ş.
03.2024 - 06.2024
- Conducted a demand forecasting and inventory management project.
- Analyzed trends and seasonality using Minitab.
- Recommended and applied inventory methods such as EOQ, Silver Meal, L4L, Least Unit Cost.
- Optimized inventory management strategies to reduce costs and improve efficiency.
Project Intern
LC Waikiki
10.2023 - 01.2024
- Conducted demand forecasting and inventory management using Minitab for trend and seasonality analysis.
- Applied EOQ and Silver Meal Method to enhance inventory optimization and reduce stockouts.
- Improved forecasting accuracy by integrating data-driven approaches for better decision-making.
Project Intern
Aspilsan
09.2023 - 01.2024
- Utilized Simio to simulate current workflows and optimize capacity and efficiency in the manufacturing process.
- Conducted scenario-based analysis to identify and eliminate bottlenecks in operations.
Production Planning Intern
Yataş Grup
03.2023 - 07.2023
- Conducted a project focused on inventory management, improving the overall process flow.
- Recommended and applied new forecasting methods for raw materials to enhance inventory accuracy and reduce costs.
- Developed a mathematical model to minimize holding and ordering costs, leading to more efficient resource allocation.
Intern
QNB Finansbank
01.2023 - 03.2023
- Collaborated with cross-departmental managers and received professional interview training.
- Acquired a comprehensive understanding of banking operations, including risk management, customer relations, and financial analysis.
Project Intern
Kayseri Airport
10.2022 - 01.2023
- Conducted a thorough analysis of the manual assignment process, identifying inefficiencies and bottlenecks
- Developed a mathematical model incorporating relevant constraints to optimize the assignment process
- Effectively utilized GAMS to solve the complex optimization problem defined by the mathematical model
- Collaborated effectively with company executives to ensure the model aligned with business objectives and constraints
Production Intern
Somçelik Metal
08.2022 - 09.2022
- Implemented 5S principles for workplace organization, improving production line efficiency.
- Applied Kaizen methodology for continuous process improvement and productivity gains.
Education
ABDULLAH GUL UNIVERSITY Kayseri, Turkey
Bachelor in Industrial Engineering 2020-2025
Skills & Interests
Soft Skills: Project Management , Problem Solving, Teamwork, Leardership, Communication, Time Management
Technical Skills:Microsoft Excel (Advanced) ,Machine Learning, SAP(MM and PP), GAMS ,Minitab , B2B ,MS Office, Python and SQL
Timeline
Analyst Intern
Gümüşsuyu Halı
11.2024 - Current
Data Science Intern
Anadolu Sigorta
08.2024 - 11.2024
Winner of the She-Energy Project Competition
Enerjisa
08.2024 - 01.2025
Technical Procurement Intern
Mercedes-Benz Turk
07.2024 - 08.2024
Project Intern
Durlum A.Ş.
03.2024 - 06.2024
Project Intern
LC Waikiki
10.2023 - 01.2024
Project Intern
Aspilsan
09.2023 - 01.2024
Production Planning Intern
Yataş Grup
03.2023 - 07.2023
Intern
QNB Finansbank
01.2023 - 03.2023
Project Intern
Kayseri Airport
10.2022 - 01.2023
Production Intern
Somçelik Metal
08.2022 - 09.2022
Board Member
Abdullah Gul University Personal Networking Club
10.2021 - Current