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firatege/README.md

Fırat Ege Bayram

Backend & AI Engineer · CS @ Dokuz Eylül University

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About

  • 🎓 Computer Science student at Dokuz Eylül University (DEU)
  • 🤖 Building LLM-powered automation tools — e-mail analysis, decision-support systems, data pipelines
  • 🦀 Production-grade systems in Rust, backends in Python / TypeScript
  • 📊 ML/Data Science — demand forecasting, computer vision, NLP
  • 🌍 Open to remote full-time roles · Turkish (native) · English (technical)
  • 📫 firategebayram@gmail.com

Projects

Project Description Stack
Envanter-Tahmin-Platformu SKU-level demand forecasting + automated purchase-order recommendation (graduation thesis) Python, ML, Jupyter
GitMyDayTime Personal daily planning & time-tracking PWA with project-management TypeScript, React, Express, PostgreSQL, K8s
MoneyWar Tick-based full-stack economy simulation Rust, PostgreSQL, Docker
deprem-hasar-tespiti Post-earthquake building damage detection from satellite imagery (xView2) Python, CV, ML
python-Blog Blog backend — JWT auth, role-based authorization Python, FastAPI, PostgreSQL

Languages & Tools

Languages

Python TypeScript JavaScript Rust C

AI & LLM

OpenAI Claude LangChain PyTorch scikit-learn Pandas OpenCV

Backend & Infrastructure

FastAPI PostgreSQL MongoDB Redis Docker Kubernetes gRPC

Frontend

React Vue Next.js

Tools

Linux Git Neovim

GitHub Stats

github stats top languages

Connect

LinkedIn Kaggle

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  1. edu-rank-prediction edu-rank-prediction Public

    This project allows predicting the rankings of universities

    Jupyter Notebook

  2. GTNH-S3/RagForGtnh GTNH-S3/RagForGtnh Public

    GTNH Wiki Chatbot: RAG-based Q&A bot for the Minecraft GTNH modpack. It retrieves info from the wiki and uses an LLM to generate accurate, informative answers.

    TypeScript 3 1

  3. Envanter-Tahmin-Platformu Envanter-Tahmin-Platformu Public

    Türkçe bitirme tezi projesi. SKU bazlı talep tahmini + otomatik satın alma sipariş önerisi sistemi.

    Jupyter Notebook 2 1

  4. GitMyDayTime GitMyDayTime Public

    Kisisel gunluk planlama ve zaman takip uygulamasi

    TypeScript