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alicankaya192/README.md
Alican Kaya: data science, machine learning, software

Website  ·   LinkedIn  ·   Medium  ·   Email

XERJ Corpus Hub contributor

About

I'm a Computer Science undergraduate working where data science, machine learning and software engineering meet. I enjoy taking a messy dataset all the way to a clear answer, and I turn what I learn into open resources other people can build on: roadmaps, courses, reference notes and desktop tools.

  • Building Odyssey, an offline app that teaches data science and ML through hands-on, auto-checked exercises.
  • Focused on machine learning, deep learning and exploratory data analysis with Python, plus application development with C# and .NET.
  • Writing about data and AI on Medium.

Featured work

Odyssey Data Science Roadmap Deep Learning Path AI Jobs Market 2025–26 The Tech Cortex CS Terminology Guide

All repositories →

Toolkit

Languages: Python, SQL, C#, C++, Java. Machine learning: scikit-learn, PyTorch, TensorFlow, Statsmodels. Data and analysis: pandas, NumPy, SciPy, Matplotlib, Jupyter. Databases: PostgreSQL, MySQL, SQL Server, MongoDB. Engineering: .NET, FastAPI, PySide6 / Qt, Docker, Git, Linux.

GitHub activity

Contributions, stars, repositories, followers and language breakdown

Refreshed daily by a GitHub Action.

Latest writing

- [The Uncomfortable Truth About AI Salaries (From 1,500 Real Job Postings)](https://medium.com/@alicankaya268/the-uncomfortable-truth-about-ai-salaries-from-1-500-real-job-postings-19ac76bd6f53?source=rss-a7daeaff99de------2) · May 22, 2026

Open to collaboration on data science and ML projects. Questions or ideas? alicankaya268@gmail.com

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  1. Data-Science-RoadMap Data-Science-RoadMap Public

    Python temellerinden Reinforcement Learning'e kadar uzanan, 22 modüllük uçtan uca Veri Bilimi & Makine Öğrenmesi yol haritası. Her konuda çalıştırılmış notebook'lar ve PDF tekrar soruları.

    Jupyter Notebook 58 8

  2. Odyssey Odyssey Public

    Learn Data Science and Machine Learning by writing code. An offline desktop app with lessons, quizzes and auto-checked exercises. No AI, no server, no account.

    Python 8

  3. AI-Jobs-Market-2025-2026-Salaries AI-Jobs-Market-2025-2026-Salaries Public

    🤖 Global AI & LLM jobs market analysis (2025–2026). Salary trends, remote work premiums, top paying skills, and LLM engineering vs traditional AI comparisons. 📈

    Jupyter Notebook 2

  4. World-Happiness-Report-2025 World-Happiness-Report-2025 Public

    Comprehensive exploratory data analysis (EDA) and visualization of the World Happiness Report 2025. Analyzes global rankings, regional distributions, key happiness factors, and detects wealth-happi…

    Jupyter Notebook 2

  5. Miuul-Project/Global-CO--Analysis---Future-Projections Miuul-Project/Global-CO--Analysis---Future-Projections Public

    Sanayi Devrimi'nden günümüze küresel karbon emisyonlarının kapsamlı veri analizi ve makine öğrenmesi tabanlı gelecek projeksiyonları. Miuul Veri Bilimi Bootcamp kapsamında geliştirilmiştir.

    Jupyter Notebook 1

  6. 21-Farkli-Python-Projeleri 21-Farkli-Python-Projeleri Public

    Başlangıçtan ileri seviyeye kadar 21 farklı Python projesinden oluşan kapsamlı bir koleksiyon. Gerçek dünya uygulamaları (veri kazıma, görüntü işleme, otomasyon botları ve masaüstü araçları) gelişt…

    Jupyter Notebook 7