Berk Öztürk

Munich, Germany

I am a junior data scientist experienced in using ML and DL methods for business problems.
Previously, I have worked in image classification, object detection, sound classification and credit scoring projects.
Now, I pursue my M.Sc in Data Science at LMU Munich, in Germany.


Experience

March 2020 - June 2021

Junior Data Scientist

Linktera, Remote

Sound Diagnostics for the Predictive Maintenance of Construction Machines :
Development of deep learning models in order to predict the health status of construction machines.
Deployment of the models on Microsoft Azure.

CreditBoost :
R&D Project in Credit Risk Management Development and deployment of nonperforming loan (NPL) detection algorithms

SAS Viya PoC sessions: Demonstrating the AutoML capabilities of SAS Viya tool on Proof of Concept (PoC) sessions.

June 2019 - Aug 2019

Data Engineering Intern

SabanciDx

Developed and deployed a web API that collects daily weather information of given locations.

August 2018 - March 2021

Teaching Assistant

Sabanci university

Problem-solving in weekly classes and supporting students in Discrete Mathematics, Introduction To Data Science and Calculus II courses.

June 2017 - August 2017

Web Development Intern

Hayat Holding, Istanbul

Developed a Web API project with ASP.NET MVC framework for the logistical needs of the company.
Used JSON Web Tokens (JWT) for authentication.
Developed an e-mail notification system with queues on SQL.


Education

October 2021 - Ongoing

Ludwig Maximilian University of Munich

M.Sc in Data Science
September 2015 - May 2020

Sabanci University

B.Sc in Computer Science

GPA: 3.56

Related Coursework:

  • Machine Learning
  • Computational Biology
  • Social Network Analysis
  • Statistical Modeling
  • Database Systems
  • Software Engineering

Skills

Language Skills
  • English: C1 (Fluent)
    • TOEFL: 99
  • German: A1 (Beginner)
  • Turkish: C2 (Native)
Technical Skills
  • C++
  • Python
  • SQL
  • Tensorflow
  • Flask
  • Git
  • Tools & Programs:
    • SAP Data Intelligence
    • SAS Viya
  • Azure ML
  • Docker
  • HTML , CSS
  • Javascript
  • Node.js

Interests

Apart from being a data scientist, I enjoy swimming 🏊, cycling 🚴 and hiking ⛺ .

Also, I like spending time in kitchen and trying out new recepies. 🌮