Özgün Ozan KılıçÖzgün Ozan Kılıç

Özgün Ozan Kılıç

Research and Teaching Assistant

About

Hi! I am a research and teaching assistant from Ankara, Turkey. My main interests are social computing, online social networks, data science, human behavior, and recommendation/match-making systems. My wide range of interests and my peculiar educational background enable me to have a broader perspective and quickly pickup new subjects.

  • Fluency in Python, R, and SQL
  • Hands-on experience in data collection, manipulation, mining, and visualization
  • Honorable mention award in an international big data challenge
  • Versatile skillset, strong multimedia skills
  • Various projects in portfolio

Experience

  • Research and Teaching Assistant (January 2018-Present)

    Informatics Institute, Middle East Technical University

    As a research assistant, I was a member of a research group that was awarded an honorable mention in an international big data challenge (Data for Refugees) that had participants from reputable institutions such as MIT and the University of Oxford. You can find our book chapter here.

    As a teaching assistant, I had various duties such as preparing/updating/grading assignments and projects, preparing/conducting lab sessions, proctoring, and helping students for the following courses:

    • IS783 - Social Media Analytics
    • IS503 - Database Concepts and Applications
    • IS507 & SM561 - Introduction to Software Engineering
    • IS524 & SM523 - Software Design Patterns
    • IS100 - Introduction to Information Technologies and Applications

    I have also taken additional responsibilities in:

    • Department of Information Systems program coordination
    • Graphic design-related tasks
    • Web administration/development

Education

  • M.S. in Information Systems (2016-2020) (3.79/4.00)

    Informatics Institute, Middle East Technical University

  • I have taken compensatory courses for a year, and started taking program courses in 2017. I became an RA & TA in 2018. I completed my coursework in 2019 and I wrote my MS thesis called "You are where you eat from: predicting socioeconomic status from restaurant menus and user reviews," supervised by Assoc. Prof. Tuğba Taşkaya Temizel. All in all, I have completed these courses:

    • Big Data
    • Computer Networking for Information Systems
    • Database Concepts and Applications
    • Fundamentals of Business
    • Information Systems Project
    • Introduction to Information Systems
    • Introduction to Software Engineering
    • Knowledge, Discovery and Mining
    • Machine Learning for Multimedia Informatics
    • Object Oriented Programming and Data Structures
    • Research Methods and Ethics in Information Systems
    • Social Media Analytics
    • Software Design Patterns

Publications

Some more

Projects

You can click on most of them to read more or visit the project.

Tools & Skills

While some of my skills are not as fresh or solid as others, I believe I can learn whatever is needed and work with it unless I explicitly stated a skill as "very limited."

Category: Highlights

Data collection
Data wrangling
Data mining
Python
R
Pandas
SQL
Data visualization
Web scraping
Natural language processing (NLP)
Machine learning
Scikit-learn
Deep learning
PyTorch
Full-stack web development
PHP
JavaScript
Java
UML
Software design patterns
HTML
CSS
Socket.IO
Node.js (limited)
Express (limited)
Apache HTTP Server
MongoDB (very limited)
Apache Hadoop (very limited)
Hadoop MapReduce (very limited)
Apache Spark (very limited)
Apache Hive (very limited)
Apache Storm (very limited)
Apache Kafka (very limited)
Linux
Android development
Chrome extension development
QGIS (some)
ArcGIS (some)
Video production
Film theory
Screenwriting
Visual design
Visual effects
2D/3D motion design
Creative coding
Processing 3
p5.js
Paper.js
Adobe Photoshop
Adobe Illustrator
Adobe InDesign
Adobe After Effects
Adobe Premiere Pro
Adobe Audition
Cinema 4D
Foundry Nuke
Projection mapping
Sound design
FL Studio
Guitar
Piano

More

Awards and honors

  • Honorable Mention - Data for Refugees
    Our team was awarded an honorable mention in Data for Refugees (D4R), an international big data challenge that aims to use highly anonymized call detail records to make policy recommendations that would benefit the Syrian refugees in Turkey. The challenge was organized by Türk Telekom, Boğaziçi University, and other entities such as MIT Media Lab and Data-Pop Alliance. It had more than 60 competing groups spanning 19 countries, from reputable institutions such as MIT and the University of Oxford.
  • Worthy of Mention - Open Research Day
    Our poster presentation that is based on our Data for Refugees report was awarded a worthy of mention award at Open Research Day in Middle East Technical University.

Language

  • Turkish: Native
  • English: 8.0/9.0 in IELTS Academic (2021)
  • French: DELF B2 (2011) - It does not have an expiry date, but I am out of practice.

Activities

  • Small-scale solo software projects
  • Playing guitar and piano
  • Digital music production
  • Digital painting & graphic design
  • Casual gaming