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AI-Focused Computer Engineer | Junior Business Analyst
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Maxion Wheels
Data Scientist
June 29, 2026 – Present
SE4475-Text-Classification-for-Author-Identification
December 29, 2024 – January 23, 2025
This repository contains the implementation of a natural language processing (NLP) final project that classifies 1500 Turkish newspaper articles into 30 author classes using advanced NLP techniques. The project includes preprocessing, feature extraction, model training, and evaluation with stratified 10-fold cross-validation.
View ProjectE-commerce-Cart-Abandonment-Prediction
December 5, 2024 – December 29, 2024
This repository contains the implementation and report for the term project "E-commerce Cart Abandonment Prediction", part of the COMP 4350 Introduction to Machine Learning course. The project demonstrates the application of supervised learning algorithms to predict online shopping cart abandonment.
View ProjectSE-4475-NLP-Assignment
November 23, 2024 – November 28, 2024
A Turkish NLP project that classifies tweets into Positive, Negative, and Neutral categories using Zemberek for preprocessing, TF-IDF for feature extraction, and k-NN for classification.
View ProjectFace-Recognition-With-ArcFace
July 5, 2024 – July 5, 2024
This repository contains the implementation of a face recognition system using the ArcFace method. The project includes training and evaluation scripts, datasets, and utility functions.
View ProjectCelebrity---Style-Recognition-in-Stylized-Caricatures
June 17, 2024 – June 17, 2024
This repository contains the project files for the course project of COMP 4437 Artificial Neural Networks, Spring 2024. The project aims to build a deep neural network that recognizes the celebrity and the style of caricature images.
View ProjectCOMP3328-EmbeddedSytems
March 18, 2024 – March 21, 2024
Embedded Systems lab and class studies
View ProjectCOMP4437-ArtificialNeuralNetworks
March 10, 2024 – June 5, 2024
COMP-4437 lab and class studies
View ProjectCultural Fit Analysis
The candidate's projects primarily focus on academic assignments and personal exploration, indicating a strong drive for learning and applying new technologies. The diversity of projects (NLP, computer vision, embedded systems) suggests adaptability. However, the lack of collaborative or team-based projects makes it difficult to assess cultural fit in a professional team environment. The candidate's current role as 'Data Scientist' at Maxion Wheels, albeit with a future start date, aligns well with the target role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but no direct communication or psychometric test results are available for evaluation.