Category: Work

Turning Citizen Voices into Actionable Insights

Unlocking the Power of Citizen Voices through AI for Smarter, Fairer Governance: Turning Citizen Voices into Actionable Insights Harnessing open data and AI to empower democratic decision-making, enhance…

Mapping the Hidden Networks of AI Harm

Preliminary web-based network graph – work in progress-   https://ozgur.onal.info/AI-incidents/ Although the number of AI incidents is increasing, their trends are still hidden by noise. This research turns 3,200+…

Archive Analytics

Concept is designed for Salt Research ABSTRACT In the research, it is aimed to analyze the data set consisting of 209 letters belonging to three families in the…

Single label text classification task using transformers model for intent classification

In collaboration with Kroppa Digital Agency My Role:   AI/ML Engineer Single label text classification using transformers for intent classification Role: ML engineering, feature engineering, ontology creation, Data Analysis,…

IMDB Movie Visualization

Purpose of the project is to unlock the Cinematic Universe with Visual Insights. This project uses the Doc2Vec neural model to transform IMDb’s movie plot data into captivating,…

The Pixel Odyssey (Creative Coding)

Background The mythologies stand as timeless repositories of our collective imagination. They are the enduring stories that have shaped our identities, values, and aspirations over centuries. However, as…

The Entangled Me (Creative Coding)

 

Supply Retailer Platform UI / Research / UX

The client did not yet have the infrastructure to turn to a full-capacity e-commerce solution. They identified their need as a pre-order business that would support their current…

Electromagnetic Orchestra Without Borders: pre-era (2020) @Yokohama, Japan

published on realtokyo.co.jp/en/out-and-about/nissan-art-award-2020-nissan-pavilion-2020-8-1-9-22/ I am one of the artists of  “ELECTROMAGNETIC ORCHESTRA WITHOUT BORDERS: pre-era” by Ei-Wada I have played an electromagnetic musical instrument I have crafted myself at home using…

Climate Data Sonification

Hear the Climate Change!  The data I have used for the sonification runs from 1959 to 2022 – a timespan of 64 years. . Annual mean CO2 levels…

Mathnawi Network Visualization

I started a symbol map research applying computational methods on the text of the Mesnevi by Rūmī. My goal was to discover connections as a map of archetypal…

Information architecture & wireframing

Task: to design an alternative video sharing platform for convenient searching and viewing of videos. An alternative video sharing system was designed. I build set of layout wireframes…

Real Estate Data Analytics

Task: Redesigning realestate index analytics page to simplify the complex data      

Meaningful Coincidences (2019) @ Creative Disciplines Art Festival

We were invited to the festival of creative disciplines with the theme of coincidences, organized by the justice systemFilter Platform. Together with our participants, we made a journey…

Blue Circle (2011) @ Global Sustainability Jam istanbul

To promote the use of public transportation Blue Circle defines spaces where artists can perform Most people consider their time spent in transit as a waste, or  always…

Patterns of Workspaces: Design for Experience in collaborative workspaces(2006)

Izmir Institute of Technology,  Industrial Product Design (Master) ABSTRACT The great experiences can be deliberate and are based upon principles that have been proven. This thesis study explored…

Orient-Orientation (2005) 5th International Istanbul Interaction Design Workshop

Orient-Orientation: Twelve Designers = Six Answers for Istanbul What happens when a single challenge brings together twelve designers from six different countries? Arnold van Bezooyen reports from the…

3D Digital Cultural Heritage: VR for Celsus Library at Ephesus Antique City (2001)

A Senior Project Submitted to The Computer Engineering Department of Dokuz Eylül University In Partial Fulfilment of the Requirements for the Degree of B.Sc. Official thesis title: 3D Historical…