Hi, my name is
Eren Filiz
I am an aspiring computer scientist
Fragrance Recommendation Application
Developed a Python-based fragrance recommendation application in collaboration with two teammates. The project modeled relationships between perfumes and their respective ingredients using an object-oriented graph structure. The application supports perfume similarity scoring, preference-based and ingredient-driven perfume recommendations, as well as analytical insights into perfume trends and brand distributions.
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Reformatted a data set of 22,840 unique perfumes using Python, eliminating redundancies and optimizing the dataset for use in CSV and JSON formats.
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Implemented an object-oriented graph structure in Python, modeling the fragrance market by mapping relationships between perfumes and associated ingredients.
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Helped develop graph-based recommendation and comparison algorithms in Python, enabling personalized perfume suggestions and tools for large-scale market analysis.
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Improved teamwork by coordinating between back-end and front-end developers, facilitating the development process and preventing miscommunication.
HireMatch - Talent Matching & Recruitment Platform
Developed a Python-based fragrance recommendation application in collaboration with two teammates. The project modeled relationships between perfumes and their respective ingredients using an object-oriented graph structure. The application supports perfume similarity scoring, preference-based and ingredient-driven perfume recommendations, as well as analytical insights into perfume trends and brand distributions.
-
Reformatted a data set of 22,840 unique perfumes using Python, eliminating redundancies and optimizing the dataset for use in CSV and JSON formats.
-
Implemented an object-oriented graph structure in Python, modeling the fragrance market by mapping relationships between perfumes and associated ingredients.
-
Helped develop graph-based recommendation and comparison algorithms in Python, enabling personalized perfume suggestions and tools for large-scale market analysis.
-
Improved teamwork by coordinating between back-end and front-end developers, facilitating the development process and preventing miscommunication.
Classic Columns Game (MIPS Assembly)
Developed a simplified version of the classic Columns game using MIPS assembly. This project strengthened my understanding of low-level architecture and instruction-level program control. Moreover, I gained valuable insights about pixel music and animation techniques. I am looking forward to make substantial improvements to this project in the future.
PUBLICATIONS
Co-authored a literature review under the supervision of Dr. Nuri Kara, examining research trends on the use of digital games in high school education. The paper was published at ERPA International Congresses on Education.
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Analyzed and classified more than 40 academic articles on gamification and game-based learning to identify overlapping research trends.
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Generated graphical representations of the relevant data, increasing readability and visual appeal.
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Drafted the final paper using academic formatting techniques and APA7 citation standards to present it for the ERPA Congress.
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Generated visual and audio presentations using Canva and Camtasia to share my findings with fellow academicians and the jury.
