Milan · IstanbulOpen to new opportunities

Multidisciplinary Engineer at the intersection of software, systems and analytics.

I turn complex systems
into clear decisions.

Combining software, operations and analytics to turn ambiguous problems into scalable solutions.

02Engineering degrees
#1 RankedIndustrial Engineering graduate
04Languages
01 / Profile

Engineering systems. Understanding data. Creating impact.

Portrait of Ayberk Dinçkol
Engineer · Analyst · Problem solver

I am a multidisciplinary engineer with bachelor’s degrees in Industrial Engineering and Computer Engineering, currently pursuing an MSc in Management Engineering - Analytics for Business at Politecnico di Milano.

My background spans software development, data analytics, database systems, and process optimization. I turn ambiguous problems into structured, actionable solutions - bridging technical depth with business and operational needs. Across academic and industry projects, from digital twins and production optimization to institutional analytics and database systems, I’ve built a collaborative, results-driven approach grounded in measurable, real-world impact.

Business AnalyticsData ScienceMachine LearningData VisualizationProcess OptimizationDatabase SystemsWeb DevelopmentSystems Engineering
02 / Featured Projects

Industrial Engineering Graduation Project · BSH

Beyond Reality:Transforming a production line withDigital Twin Technology.

A year-long Industry 4.0 project developed by five Kadir Has University Industrial Engineering students for the BSH Çerkezköy Cooktop Factory.

Beyond Reality Digital Twin graduation project posterView full project poster ↗
78.16%Line balancing efficiency
+12%Daily productivity
443Units per day
−10%Energy per cooktop

The digital twin enabled risk-free scenario testing, bottleneck analysis and data-driven production decisions before physical implementation.

01MTM-UAS & EasyPlan02Siemens Tecnomatix Plant Simulation03Teamcenter data integration04Python task optimization05Virtual commissioning

Leadership & Innovation · Politecnico di Milano

HP Multi Jet Fusion:Leading the shift toindustrial additive manufacturing.

A leadership and innovation study of how HP transformed decades of thermal inkjet expertise into a scalable industrial 3D printing system.

HP Multi Jet Fusion leadership and innovation project report coverView full project report ↗
59Report pages
03HP leaders interviewed

The study connects technology, market adoption, organizational integration and leadership to explain how a radical innovation became an industrial manufacturing platform.

01Executive and market analysis02Innovation framework mapping03Leadership framework analysis04Interviews with HP leaders05Cross-functional team synthesis
03 / Experience

Experience across data, academia and industry.

01

Kadir Has University · KADED

Data Analyst Intern

Collected, organized and analyzed institutional data; prepared reports and visualizations supporting strategic planning, quality assurance and administrative decision-making.

Data Analysis · Data Collection · Reporting · Strategic Planning

Visit organization ↗
02

Kadir Has University

Teaching Assistant

Mentored students in differential equations, linear algebra and vector calculus; supported oral exams and solution sessions with a practical engineering-mathematics perspective.

Mentoring · Applied Engineering Mathematics

Visit organization ↗
03

KoçSistem · Part-time

Database Administrator Project Assistant

Worked with Oracle and SQL Server on backup and recovery, performance optimization, user authorization and Data Guard configuration.

SQL · Oracle · Toad · SQL Server Management Studio

Visit organization ↗
04

BEST A.Ş.

Mechanical Manufacturing Engineer Intern

Contributed to machine setup, quality control, stock management, transformer testing, lean manufacturing and logistics.

Six Sigma · 5S · Systems Engineering · Lean Manufacturing · CNC

Visit organization ↗
04 / Education

A multidisciplinary engineering path.

MSc Management Engineering

Analytics for Business · Politecnico di Milano

Milan, Italy ↗

BSc Computer Engineering

Double Major · Kadir Has University

CGPA 3.46 / 4.00 ↗

BSc Industrial Engineering

Kadir Has University

Top-ranking graduate · CGPA 3.74 / 4.00 ↗

Sırrı Yırcalı Anatolian High School

English–German preparatory education · Balıkesir, Türkiye

Grade 91.67 / 100 ↗
05 / Toolkit

Tools for building better systems.

01

Data & ML

PythonSQLRMATLABMachine LearningPandasNumPyScikit-learn
02

Visualization

MatplotlibSeabornPlotlyDashExcel
03

Web & Software

Website DesignResponsive DesignUI DevelopmentHTMLCSSJavaScriptReactNext.jsJavaC++Spring Boot
04

Data Systems

OracleToadSQL ServerSSMSDatabase Administration
05

Operations

Six Sigma5SSystems EngineeringLean ManufacturingCNC Machining
06

Languages

Turkish nativeEnglish C1German A2Italian A2
06 / Certifications

Continuous learning, applied in practice.

Verified achievements

Digital badges verified by Credly

View all verified badges ↗
McKinsey.org Forward ProgramMcKinsey.org · Jun 2026 Credly Verified
Applied Data Science CapstoneCoursera · May 2025 Credly Verified
Applied Data Science Specialization (V2)Coursera · May 2025 Credly Verified
IBM Data Science Professional Certificate (V3)Coursera · May 2025 Credly Verified
Machine Learning with Python (V2)Coursera · May 2025 Credly Verified
Data Analysis with PythonCoursera · Apr 2025 Credly Verified
Databases and SQL for Data ScienceCoursera · Apr 2025 Credly Verified
Python Project for Data ScienceCoursera · Apr 2025 Credly Verified
Data Science MethodologyCoursera · Apr 2025 Credly Verified
Tools for Data Science V2Coursera · Apr 2025 Credly Verified
Data Analytics EssentialsCoursera · Apr 2025 Credly Verified
Business Intelligence EssentialsCoursera · Apr 2025 Credly Verified
Data Science OrientationCoursera · Feb 2025 Credly Verified
01

IBM Data Science Professional Certificate

IBM · May 2025
02

Data Scientist Career Guide and Interview Preparation

IBM · May 2025
03

Generative AI: Elevate Your Data Science Career

IBM · May 2025
04

Applied Data Science Capstone

IBM · Apr 2025
05

Machine Learning with Python

IBM · Apr 2025
06

Data Visualization with Python

IBM · Apr 2025
07

Data Analysis with Python

IBM · Apr 2025
08

Databases and SQL for Data Science with Python

IBM · Apr 2025
09

Python Project for Data Science

IBM · Apr 2025
10

Data Science Methodology

IBM · Apr 2025
11

Tools for Data Science

IBM · Apr 2025
12

Python for Data Science, AI & Development

IBM · Mar 2025
13

What Is Data Science?

IBM · Feb 2025
14

Business Intelligence (BI) Essentials

IBM · Apr 2025
15

Introduction to Data Analytics

IBM · Apr 2025
16

Understanding Artificial Intelligence

DataCamp · Nov 2024
17

Intermediate SQL

DataCamp · Nov 2024
18

Introduction to SQL

DataCamp · Nov 2024
19

Introduction to Python

DataCamp · Nov 2024
20

Introduction to Data Science in Python

DataCamp · Nov 2024
21

GE200

Kadir Has University · Jan 2020

Have a problem worth solving?

Let’s get in touch.

Contacts

Reference
Prof. Dr. Ahmet Nihat Berker

Dean, Faculty of Engineering and Natural Sciences, Kadir Has University · Emeritus Professor of Physics, MIT

nihatberker@khas.edu.tr ↗