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Flynntaggart26/README.md

Hi, I'm Egehan Şahban 👋

High School Student | Exploring Software Development & AI

I'm a high school student in Türkiye interested in software development and artificial intelligence. I build personal projects to explore new technologies, solve practical problems, and improve my programming skills.

My repositories cover AI learning, language education, productivity, data exploration, and web applications. Some projects are experiments, while others are tools I develop to address specific needs.

GitHub Hugging Face


🚀 Featured Projects

🤖 AI & Machine Learning

  • Learn RAG — A learning resource for understanding Retrieval-Augmented Generation (RAG), its core concepts, and related tools.
  • How to Learn AI — A collection of resources and learning paths for exploring artificial intelligence.
  • NanoGPT Playground — A project for exploring small language models and transformer-based text generation.
  • RAFT Lab — Experiments and learning materials related to Retrieval-Augmented Fine-Tuning (RAFT).

📊 Data & Research Projects

  • Path to USA Scholarships — An interactive project for exploring U.S. university costs, financial aid, and scholarship information.
  • Climate Energy — A project exploring climate and energy-related data.
  • Image Search Engine — An image search application built with Python, Streamlit, and the Pexels API.

🎓 Education & Language Learning

  • SAT Vocabulary — Vocabulary practice for SAT preparation.
  • Context Vocab Saver — A browser extension for saving English words with their original context and reviewing them later.
  • IELTS Grammar Studio — A project focused on IELTS grammar practice and writing feedback.
  • PDF Quiz — A project exploring quiz generation from PDF documents.
  • Study Planner — A study planner designed to help organize tasks and study sessions.

🛠️ Web Applications & Practical Tools

  • Virexa.Co — A web development project.
  • Virexa Yade Premium Menu — A digital menu project.
  • Denizli Guide — A guide project for discovering places and experiences in Denizli.
  • Welcome Turkey — A project focused on providing useful information about Türkiye.
  • Volunteer Hub — A project related to volunteering and community participation.
  • Focus Lab — A project exploring productivity and focus tools.
  • Calorie Tracker — An application for tracking food intake and nutritional information.

🧰 Technologies & Tools

Technologies I use or explore across my projects:

  • Languages: Python, JavaScript, TypeScript, HTML, CSS
  • AI & Machine Learning: Hugging Face, language models, RAG concepts
  • Data & Search: Pandas, NumPy, embeddings, information retrieval
  • Web Development: Streamlit and web application development
  • Tools: Git, GitHub, Jupyter Notebook

The technologies used vary by project, and I'm continuing to expand my skills.


🌱 What I'm Working On

  • Building educational tools that make learning more interactive.
  • Exploring AI and language-model applications through practical experiments.
  • Developing web applications around everyday problems.
  • Improving my programming, debugging, and project-planning skills.

💻 How I Learn

I learn by building, testing, researching, and improving. When I encounter a problem, I try to understand the underlying concept and explore different ways to solve it.

These repositories reflect my ongoing learning process. Their scope, features, and implementations may change as I continue developing them.


🌐 Personal blog: APEX CURRENT

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  1. how-to-learn-ai how-to-learn-ai Public

    A verified, structured guide for anyone who wants to learn and understand Artificial Intelligence — from absolute beginner to practitioner. Includes free university courses (Harvard, MIT, Stanford)…

    1

  2. image-search-engine image-search-engine Public

    AI-powered image search engine using Pexels API. Search millions of high-quality photos with a modern, user-friendly interface. Built with Python, Streamlit, and Pexels API.

    Python

  3. learn-rag learn-rag Public

    A verified, structured guide to Retrieval-Augmented Generation (RAG) — one of the most important AI architectures. Includes core concepts, step-by-step implementation with LangChain, FAISS, and Str…

  4. path-to-usa-scholarships path-to-usa-scholarships Public

    Interactive U.S. College Value Dashboard + verified scholarship guide for international students — 35 schools plotted by net price vs median earnings (College Scorecard + IPEDS), need-blind aid, RO…

    HTML

  5. context-vocab-saver context-vocab-saver Public

    MV3 browser extension: double-click any English word to save it with its real sentence, then quiz with spaced repetition. 100% local, zero dependencies.

    JavaScript

  6. denizli-guide denizli-guide Public

    Discover Denizli v9 — offline travel guide: 26 places, TR/EN neural audio, bus routes, tips, food, 5500y history, smart itinerary planner, budget calculator (TRY/USD/EUR + CSV), route optimizer (ca…

    JavaScript