Summary
Overview
Work History
Education
SUMMARY
Projects
Skills
Certification
Languages
Accomplishments
Websites
Timeline
Generic

Oguzhan Aydin

Berlin

Summary

Highly motivated Data Analytics Master's student with an Industrial Engineering background seeking a part-time internship (up to 20 hours/week). Leveraging strong skills in data analysis, statistical modeling, and machine learning. Successfully applied these skills in a senior project, developing a Python-based decision support system (utilizing NumPy and Pandas) for a leading Turkish garment company. Eager to translate academic knowledge into real-world experience and contribute to a dynamic team.

Overview

1
1
year of professional experience
1
1
Certification

Work History

Part-Time Production Planning Engineer

Bentcam Kompozit
03.2022 - 12.2022

.

  • Developed production plans according to deadlines for existing orders and sales forecasting.
  • Created Bill of Materials (BOM)
  • Helped to develop a new stock system
  • Reduced downtime and increased production capacity with strong maintenance plans.

Senior Project Intern

TYH Tekstil
10.2021 - 05.2022


  • This project aims to minimize the workload difference between workers on the assembly line with a given cycle time limit.
  • The problem at the TYH Tekstil factory was solved with a novel mathematical model.
  • The mathematical model was coded in Python by using Google OR-Tools and verified using real-life data.
  • The article about this research project was published in Towards Industry 5.0:Selected Papers from ISPR2022, October 6–8, 2022, Antalya

Industrial Engineering Intern

TOYO Matbaa Mürekkepleri San. Ve Tic. A.Ş., Manisa
07.2021 - 09.2021
  • Studied functional relationships between diverse operations to assess impact of different decisions and protocols.
  • Wrote reports and papers for various levels of technical users.
  • Measured and reported overall equipment efficiency (OEE)

Education

Master of Science - Data Analytics

Berlin School of Business And Innovation
Berlin, Germany
04.2025

Bachelor of Science - Industrial Engineering

Yaşar University
Izmir.Turkey
06.2022

SUMMARY

M.Sc. Data Analytics Student | Machine Learning| Big Data Analytics| Data Visualization | Python | SQL|Excel

Projects

Disease Prediction Using Machine Learning

Berlin School of Business and Innovation (BSBI)

  • A Python model using machine learning algorithms successfully predicted diseases based on symptoms.
  • It achieved over 90% accuracy in tests measuring precision, recall, F1 score, and overall accuracy.

ML-Driven House Price Prediction

Berlin School of Business and Innovation (BSBI)

  • In Data Analytics course at BSBI, built regression models in Python to predict house prices based on various features.
  • Also performed the necessary evaluations to assess the model's accuracy.


Skills

DATA SKILLS 

  • Python
  • SQL
  • Excel
  • Data Visualization
  • Machine Learning
  • Data Analysis

SOFT SKILLS 

  • Problem Solving
  • Critical Thinking
  • Planning
  • Adaptability

Certification

  • Big Data and Business Analytics Certificate -ITU/Mindset Institute
  • Introduction to Data Science in Python - Coursera
  • Applied Plotting, Charting & Data Representation in Python - Coursera
  • Applied Machine Learning in Python – Coursera
  • ESL (English as Second Language) certificate - University of California, Irvine Division of Continuing Education


Languages

English
Advanced (C1)
Turkish
Bilingual or Proficient (C2)
German
Beginner (A1)

Accomplishments

    Our senior project is supported in the program “2209-B - Industry Oriented Research Project Support Programme for Undergraduate Students” by The Scientific and Technological Research Council of Turkey (TUBITAK)


Timeline

Part-Time Production Planning Engineer

Bentcam Kompozit
03.2022 - 12.2022

Senior Project Intern

TYH Tekstil
10.2021 - 05.2022

Industrial Engineering Intern

TOYO Matbaa Mürekkepleri San. Ve Tic. A.Ş., Manisa
07.2021 - 09.2021

Master of Science - Data Analytics

Berlin School of Business And Innovation

Bachelor of Science - Industrial Engineering

Yaşar University
  • Big Data and Business Analytics Certificate -ITU/Mindset Institute
  • Introduction to Data Science in Python - Coursera
  • Applied Plotting, Charting & Data Representation in Python - Coursera
  • Applied Machine Learning in Python – Coursera
  • ESL (English as Second Language) certificate - University of California, Irvine Division of Continuing Education


Oguzhan Aydin