About Me
Who I am?
I am a multidisciplinary professional with a background in Data Science, AI, Creative Computing, and Architecture. I use my diverse skill set to create innovative and unique solutions for developing projects. I am passionate about designing exceptional conceptual projects that provide solutions to real-life societal problems, functional and visually stunning.
Education
MSc Data Science and AI
University of the Arts London
2023 - Present
Relevant Course Work:
Master SQL for Data Science Master Excel for Data Science Tableau for Data Scientists Advanced BigQuery
TensorFlow: Neural Networks and Working with Tables
PyTorch
Flask
Graduate Diploma
of
Creative Computing
University of the Arts London
2022-2023
Relevant Course Work:
HTML
CSS
JavaScript
C#
P5.js
three.js
BA of Architecture
Ihsan Dogramaci Bilkent University
2016 - 2022
Relevant Course Work:
Autocad
Revit
BIM
Rhino
Grasshopper
Projects
Hate Speech Analysis
March 2024
w/ Python, Machine Learning Libraries (e.g., sci-kit-learn), Data Visualization Tools, Tableau, AI/ML
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Applies data mining, analysis of hate speech and machine learning algorithms for testing hypotheses.
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It aims to enhance early detection and intervention strategies.
Image Recognition AI App
Nov2023
w/ react.js, TensorFlow.js
In this project, I’ve built an object detector on React.js w/ Tensorflow.js and the COCO-SSD object detection model which relies on Tensorflow for object recognition. It is trained and capable of detecting more than 90 classes.
Henshin & Hate Speech
March 2024
w/ Python, Tensorflow, Machine Learning Libraries (e.g., sci-kit-learn), Data Visualization Tools, GAN, CNN, NLP, AI/ML
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Applies from web scrapping, and machine learning models to detect pose/sound/hate speech content. The collected data involves a web app interface to showcase generated video, sound, speech and interaction of audiences.
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It aims to utilise varied skills to compile a critique of social problems project.
Uber Data Analytics | End-To-End Data Engineering Project
Nov 2023
w/ Python, GCP Storage, Compute Instance, Mega Data Pipeline Tool, BigQuery and Looker Studio
In this project, I analyzed Uber data using various tools and technologies.
Analyzing Mobile Usage Impact on Visual Search Performance
Nov 2023
w/ Jupyter Notebook, Data Visualization Tools
Utilizing statistical analysis, this project examines the correlation between mobile usage and visual search efficiency, focusing on variables like age and gender to assess their impact on visual target identification speed.
github.com/22036435/Mobile_Usage_Impact_on_Visual_Search_Performance.git
Experience
Aug2020 - Sep2020
Architectural Designer Intern
Aura Design Studio, Ankara, Turkey
As a team member, I contributed to Residential and Educational architectural projects, acquiring a comprehensive knowledge of the design process from concept to execution.
Aug2019 - Sep2019
Architectural Assistant Intern
Pasifik Real Estate Investment Construction Inc, Turkey
While assisting the Chief Architect and Lead Engineer in constructing an Exhibition Center, I gained comprehensive insights into the construction process from both architectural and engineering standpoints.
Soft Skills;
Research | Teamwork | Critical thinking | Communication | Problem-solving | Adaptability | Time management | Conflict resolution | Creativity | Attention to detail
Technical Skills;
Natural Language Processing | Exploratory Data Analysis | Machine Learning Models (Linear Regression, Logistic Regression, Random Forest, K-Means, Isolation Forest, KNN, Markov chain, Greedy Algorithms, Sorting Algorithms) | IoT Sensors
Software & Platforms;
Linux | Hadoop | Azure | TensorFlow | Tableau | Microsoft Excel | SQL | Google BigQuery | Jupyter Notebook | Arduino
Programming Languages;
Python (numpy, pandas, sci-kit-learn, matplotlib, seaborn, stats) | JavaScript | SQL | R | C#
Competitions
Open Challenge Robots, AI & Creativity
Feb2024
Announced by The Future Innovation Lab
w/ Figma, Python, Flask, TensorFlow
In this project, we developed software which supports creatives during their creation process.
Beirut Port Competition
May2021 - July2022
Announced by Beirut Municipality.
In an unfinished competition, my teammate and I proposed a redesign of the Beirut port and its vicinity to address the aftermath of the significant explosion.
Achievements
Exhibited Works
2021
Reinvigoration of BOMONTI
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2021 Spring Term Selected Works of Graduation Thesis Exhibition
arch.bilkent.edu.tr/works/2015_arch402.html
- 2021 Basamaklar Exhibition by TSDM
tsmdbasamaklar.com/post/ayşe-aslı-ı̇lhan
2018
Urban Corner of Art and Culture
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2018 Spring Term Selected Works Exhibition
arch.bilkent.edu.tr/works/1902_arch202.html
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2018 Basamaklar Exhibition by TSDM