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Student Data Scientist
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Assessing your cultural and operational fit
financial-news-sentiment
June 24, 2026 – Present
Can FinBERT sentiment scores predict stock direction? AAPL/TSLA analysis with XGBoost, Random Forest, Logistic Regression
View Projectistanbul-traffic-analysis
June 16, 2026 – Present
Full-year 2024 analysis of IBB hourly traffic density data — when and where congestion is worst in Istanbul (19M records, pandas/matplotlib/seaborn)
View ProjectSnakeGameApp
November 4, 2024 – January 3, 2025
The Snake Game App is a SwiftUI implementation of the classic Snake game, featuring a clean interface that supports both light and dark modes. Built using the Model-View-ViewModel (MVVM) architecture.
View ProjectFlashCardApp
October 9, 2024 – January 3, 2025
Flashcard app designed for efficient learning. Users can create, view, and manage flashcards, either individually or in bulk via a custom input format. The app features swipe gestures, real-time tracking of correct and incorrect answers, and persistent storage of card data using UserDefaults. With a clean UI and intuitive navigation.
View ProjectRockPaperScissorsApp
October 2, 2024 – January 3, 2025
A simple Rock Paper Scissors game built using Swift and SwiftUI, featuring dynamic score tracking and responsive UI feedback. Players can compete against an AI, with visual cues indicating win, loss, or draw, and a reset option to start a new game.
View ProjectRecipesApp
October 2, 2024 – January 3, 2025
The Recipes App is a created to assist users in preparing dishes effortlessly. Built with Swift and SwiftUI, this app enables users to browse a selected array of recipes while providing comprehensive cooking instructions and ingredient details.
View ProjectExpenseTrackerApp
September 30, 2024 – January 3, 2025
A Swift and SwiftUI-based expense tracker app that allows users to efficiently manage and monitor their spending. This app empowers users to track their expenses and provides the ability to filter them by categories to gain insights into their spending habits.
View ProjectDigitalClockApp
September 30, 2024 – January 3, 2025
This SwiftUI app is a digital clock that displays the current time in hours, minutes, and seconds, updating every second. The clock is broken into individual digits, with each digit displayed in a large, bold format.
View ProjectToDoApp
September 24, 2024 – January 3, 2025
ToDoApp is a simple and intuitive task management app built with Swift and SwiftUI. It allows users to easily create, manage, and track their to-do items. Each task can be marked as completed and will automatically save locally on the device.
View ProjectTrendingMoviesApp
September 8, 2024 – January 3, 2025
This project is a Swift/SwiftUI-based iOS application that fetches and displays trending movies using data from The Movie Database (TMDb) API. The app showcases trending movies and tv shows, allowing users to explore detailed information such as titles, descriptions, ratings, and release dates.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in both mobile application development (Swift/SwiftUI) and data science. While the data science projects align with the 'Data Scientist' target role, the significant number of Swift projects suggests a broader interest that may not directly align with the core responsibilities of a pure Data Scientist role. There is no information on team collaboration or professional work experience to assess cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to complete personal projects, but no information on collaboration, problem-solving under pressure, or communication in a team setting is available.