Efe Buyuk
Technical Writer

Efe Buyuk

Technical writer and data analyst.

About

Efe Buyuk is a technical writer with a focus on engineering, data science and machine learning. He writes for Medium and the data science publication, Towards Data Science. With a variety of IT, Digital and Marketing skills, Efe is able to drive strategic thinking, brand planning, digital marketing and standard data needs to create engaging content. His past clients include Novartis and Wejo, among many others.

Employment

3 roles
Dec 2020 - Present 5 years 5 months
Technical Writer
Independent
  • Created and published articles on data analysis, data science, big data, and machine learning.
  • Wrote for Medium and the data science publication, Towards Data Science.
Apr 2020 - Present 6 years 1 month
Data Analyst & Data Engineer
Independent

Efe has demonstrated success in conducting research, mining data, enhancing data collection procedures, building algorithms, and using machine learning tool.


As a data analyst for Novartis:

  • Applied ETL techniques to provide data consistency throughout the company's systems.
  • Examined Stored Procedures and documented them for further usage.
  • Analyzed Account Provisinging Service databases to make sure that the hiring process of the company seamlessly and automatically works.

As a data analyst for Wejo Ltd:

  • Used advanced big data tools (such as AWS’s S3 buckets and PySpark library) and techniques to extract, transform and analyze connected cars data.
  • Dealt with streaming, event and batch data.
  • Conducted data evaluations to product Data Quality Reports.
  • Worked on product data mappings onto the data model.
  • Supported the engineering team with root cause analysis and impact assessment.
  • Provided analysis as input for commercial data evaluation reports such as Residential Traffic Reports.

As a data analyst for Executive Interviews Ltd:

  • Developed Django-Python-based Dashboard Applications. 
  • Developed visual reports based on R markdown for customers and management.
  • Worked on sentiment analysis based on interviews' transcripts.
Oct 2018 - Apr 2020 1 year 6 months
Data Analyst
Ofismalzemesi.com
  • Led merchandising and marketing analytics, reporting, strategy and implementation.
  • Identified, analyzed and presented consumer insights via web and social media channels.
  • Drove strategic thinking, brand planning, digital marketing and supported standard data needs for the company by creating data-driven stories.
  • Successfully designed algorithms, led cross-functional teams and boosted sales revenue by %20 within a year.  
  • Aggregated, modeled and modified merchandising and marketing data to extrapolate insights.

Education

Jan 2018 - Present 8 years 4 months
Doctor of Philosophy (PhD) in Computer Engineering, -
Kocaeli University, Kocaeli, Turkey
Sep 2013 - Jun 2016 2 years 9 months
Master in Information Technologies, -
Bahcesehir University, Istanbul, Turkey
Jan 2012 - Dec 2012 11 months
Bachelor in Computer Science and Engineering, -
Sabanci University, Istanbul, Turkey

Portfolio

9 items