Emir Binçe

Emir Binçe

Computer Engineer

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About Me

I'm a Master's student in computer engineering with a strong background in back-end web development and machine learning. I thrive on tackling real-world challenges, having worked on projects involving AI, back-end systems, and data pipelines. One of my greatest strengths is my ability to quickly learn new technologies and apply them effectively.

Experience

  • Machine Learning Engineer Intern

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    Turkish Technology Team, Istanbul

    (Jul 2024 – Jan 2025)

    Focused on data acquisition and fine-tuning large language models. My role involved significant data mining and model optimization to enhance performance and efficiency.

  • Full Stack Web Developer Intern

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    STARLABS, Prishtina

    (Jul 2023 – Sep 2023)

    Collaborated on a GitHub-hosted team project, gaining hands-on experience with PHP and Tailwind CSS to develop robust web applications.

Projects

Smart Invoice Analyzer

A robust project built with Flask API and PostgreSQL designed to extract structured data from invoices efficiently.

Live API|Frontend Demo|GitHub Repo

Kosovo Chatbot

A Streamlit chatbot leveraging the Gemini API and RAG (Retrieval-Augmented Generation) to provide accurate answers to Kosovo-specific questions.

GitHub Repo

Bad Apple (ASCII Render)

A unique project that renders the Bad Apple video in ASCII art, with the animation available in GitHub pages.

View Animation|GitHub Repo

Gesture to Music

A Gesture Recognition System that lets the user play Musical Notes based on Hand Gestures.

GitHub Repo

Sudoku Online

An interactive and playable Sudoku game featuring optimized puzzle logic and a user-friendly interface for an engaging experience.

Play Game|GitHub Repo

TR-PDF-PageClassifier

A Deep Learning Model Capable of Identifying Low-Value Pages on Professional Theses written in the Turkish Language in PDF Format.

GitHub Repo

Education

  • Master of Engineering in Computer Engineering

    Marmara University

    (Oct 2025 – Present)

  • Bachelor of Engineering in Computer Engineering

    Marmara University

    (Oct 2021 – Jul 2025)

    Graduated with high honors. CGPA: 3.59 / 4.00

Certificates

Skills

Machine LearningData MiningWeb DevelopmentProblem SolvingFlaskDjangoLaravelPostgreSQLMySQLPythonPHPTailwind CSSStreamlitGitGitHubDockerAPI DevelopmentData Pipelines

Languages

  • Albanian – Native
  • Turkish – Native
  • English – Advanced (TOEFL: 104)
  • French – Beginner (A2)