Yaşar Övünç Patır | Aspiring Data Scientist

Yaşar Övünç Patır

Aspiring Data Scientist

Based in İstanbul, TR

About

I am an Electronics & Communications Engineer graduated from Yıldız Technical University and have a significant foundation in social science (Media & Cultural Studies postgraduate program @ Middle East Technical University ). After I worked 5 years in different fields of electricity sector (Research & Development, Maintenance, Project, Inspection), I finished Data Science Certificate Program @ İstanbul Technical University and currently looking for a job as a Data Scientist.

Skills

Projects

Prediction of the Electrical Fault Types

Prediction of 6 types of electrical fault in a 3-phased system (like phase-ground, phase-phase and their combinations etc.) with different machine learning models and compare them.

Detection of the Electrical Faults

Detection of electrical faults (faulty/not faulty) in a 3-phased system with different machine learning models and deep learning model and compare them. Implement them an another similar data set.

Prediction of Maternal Health Risk Levels

Prediction of risk intensity level during pregnancy by analysing age, blood pressures, blood sugar, body temperature and heart rate values.

Prediction of Song Types by Emotion

This program analyse the characteristics of an audio sample by using Librosa, build a deep learning model, train it with given data set and predict given song types by emotion.

House Price Estimation in İstanbul

Prediction of house prices in İstanbul based on district, item status, square meter, room number and hall number.

Experience

2012

Test Engineer @ Yemek Sepeti, İstanbul

Intern Test Engineer

2014 - 2015

SEO @ Appen Limited

Remote Search Engine Optimization

2015 - 2016

Project Consultant

Freelance project consultant for grant programmes (KOSGEB, TKDK etc.)

2017 - 2018

Electronics and Communications Engineer @ Garanti İplik, Tekirdağ

Research & Development

2018 - 2019

Electronics and Communications Engineer @ Çetinkaya Mühendislik, Konya

Medium-low voltage electricity projects

2019 - 2021

Reporting & Quality Manager @ Amper Enerji, İstanbul

TS EN ISO / IEC 17020 Conformity assessment - Requirements for the operation of various types of bodies performing inspection, TS EN ISO 9001 Quality Management Systems-Requirements, Reporting

2021 - 2023

Co-Founder & Quality Manager @ Ayar Denetim, İstanbul

TS EN ISO / IEC 17020 Conformity assessment - Requirements for the operation of various types of bodies performing inspection, Measurements of Grounding, Inspection of Lightning Protection Systems, Inspection of Electrical Installations & Wiring, RCD Inspections, Thermal Imaging, Measurements of Cathodic Protection, Measurements of Insulation Resistances, Reporting

Education

2006 - 2012

B.Sc. in Electronics and Communications Engineering @ Yıldız Technical University, İstanbul

Thesis Topic: "Designing Theremin" with Orcad PSpice and Visualisation

2013 - 2018

M.Sc. in Media and Cultural Studies @ Middle East Technical University, Ankara

Qualitative and quantitative research methods. The thesis phase has not been completed.

2023

Certificate of High Achievements in Python Programming Certificate Program @ Mindset Institute, İstanbul

2023

Certificate of Expertise in Data Science Certificate Program @ İstanbul Technical University, İstanbul

Graduation Project: Detection of Electrical Fault and Prediction of Electrical Fault Types. Both of them are classification problems. The projects include exploratory data analysis, data preprocessing, model building with Scikit Learn, model comparison with classification metrics and data visualisation.