Emir Binçe

Emir Binçe

Computer Engineer

emirbince.business@gmail.com
Prishtina, Kosovo
GitHub Profile

About Me

I'm a Master's student in computer engineering with a deep passion for Machine Learning and Data Science, complemented by a strong background in Back-End Web Development. My experience includes developing robust back-end systems, managing efficient data pipelines, and implementing practical AI solutions. I have a proven ability to rapidly learn and adapt to new technologies, always striving to apply them effectively to solve real-world problems.

Technical Skills

Languages

Python, PHP, Java, C, SQL

Databases & Tools

PostgreSQL, MySQL, Supabase, Git, GitHub, Render, Docker

Frameworks & Libraries

TensorFlow, PyTorch, scikit-learn, Laravel, Flask, Django, Selenium, Beautiful Soup (bs4)

Core Competencies

Data Science, Machine Learning, Back-End Web Development, Database Management, API Development, Data Pipelines

Professional Experience

  • AI Engineer Intern

    Visit Site

    Turkish Technology Team, Istanbul, Türkiye

    (Jul 2024 – Jan 2025)

    • Built robust web scraping pipelines using Selenium and Beautiful Soup (bs4) to efficiently acquire, refine, and store large-scale text data in PostgreSQL.
    • Prepared and structured critical datasets used to fine-tune T3AI, the Turkish native open-source large language model (LLM) project.

  • Web Developer Intern

    Visit Site

    STARLABS L.L.C., Prishtina, Kosovo

    (Jul 2023 – Sep 2023)

    • Co-developed the back-end architecture for a corporate employee onboarding platform, utilizing the Laravel framework (PHP) for robust functionality.
    • Collaborated effectively within an agile team framework, managing source control, code reviews, and versioning via GitHub.

Education

  • Master of Engineering in Computer Engineering

    Marmara University, Istanbul, Türkiye

    (Oct 2025 – Present)

    • CGPA: 3.93 / 4.00

    • Status: Coursework Complete / All But Thesis

  • Bachelor of Engineering in Computer Engineering

    Marmara University, Istanbul, Türkiye

    (Oct 2021 – Jul 2025)

    • CGPA: 3.59 / 4.00

    • Graduated with High Honors (four-year engineering program)

Projects

Smart Invoice Analyzer

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

Live API|Frontend Demo|GitHub Repo

Kosovo Chatbot

A Streamlit chatbot that leverages the Gemini API and RAG (Retrieval-Augmented Generation) to provide accurate, context-aware answers to Kosovo-specific questions.

GitHub Repo

Bad Apple (ASCII Render)

A unique project rendering the Bad Apple video into ASCII art, with the animation available via GitHub pages.

View Animation|GitHub Repo

Gesture to Music

A Gesture Recognition System that allows users to play Musical Notes based on predefined Hand Gestures.

GitHub Repo

Sudoku Online

An interactive, playable Sudoku game featuring optimized puzzle logic and a user-friendly interface.

Play Game|GitHub Repo

TR-PDF-PageClassifier

A Deep Learning Model designed to identify low-value pages in professional theses written in Turkish in PDF format.

GitHub Repo

Professional Certifications

Languages

AlbanianNative
TurkishNative
EnglishAdvanced
(TOEFL: 104)
FrenchBeginner (A2)