I build systems with
context and intent.
Computer Engineer · AI
System Protocols
Backend Development
Frontend Development
AI & Data Science
Tools & Collaboration
Experience
Software Engineer Intern
- chevron_rightDeveloped an enterprise-grade AI-powered document processing platform using modular monolith architecture
- chevron_rightImplemented advanced features including AI document processing, multi-language support, and role-based access control
- chevron_rightIntegrated advanced AI technologies with semantic search capabilities
Web Administration (Günkaf25 & Kariyer Merkezi Webis) - part time
- chevron_rightManaged and maintained WordPress websites, handling content updates, user management, and site optimization to ensure smooth operation and improved user experience.
Software Engineer Intern
- chevron_rightDeveloped a comprehensive data analysis system for academic performance evaluation using Scopus research database
- chevron_rightImplemented advanced SQL queries, data visualization, and statistical analysis for research publication metrics
- chevron_rightCreated interactive Python-based analysis pipeline for academic performance insights
Software Engineering Internship
- chevron_rightDeveloped mobile applications with Flutter, implementing token-based authentication, RESTful API integration, and responsive, user-friendly designs.
Software Engineering Internship
- chevron_rightDeveloped a Jira-inspired task manager as a full-stack project using ASP.NET and Angular. Gained experience in setting up and integrating Azure Blob Storage within an Onion Architecture, while implementing key features such as task creation, deletion, status updates, file attachments, and admin operations.
- chevron_rightFrontend Development Project repository: Task Manager GitHub Repository
- chevron_rightBackend Development Project repository: Task Manager Server GitHub Repository
Software Engineering Internship
- chevron_rightDeveloped a basic hotel management web application using Angular, implementing login and registration functionalities. Ensured responsive design for optimal user experience across devices and assisted in integrating token-based authentication.
- chevron_rightProject repository: HollieClient GitHub Repository
Education
Akdeniz University
Bachelor's Degree, Computer Engineering (Ongoing)
Volunteering & Leadership
Akdeniz Career Summit
Organizing Committee Member
Shipped the official website and contributed to operations, reaching nearly 500 registrations.
akdenizkariyerzirvesi.com.tr
Akdeniz Data Club
Club President
Akdeniz University Data Science Club aims to provide students with practical knowledge in data science.
During my presidency, I supported this mission by building a new team, organizing events, and improving my leadership and communication skills.
I presented the first session of our monthly Case Study series on "Movie Recommendation System". Participants built an end‑to‑end recommender on real data.
FAQ
About Eftelya & her work
Who is Eftelya Çelik?add
Eftelya Çelik is a Computer Engineer and Computer Engineering student at Akdeniz University. She builds AI systems — chatbots, LLM-based Retrieval-Augmented Generation (RAG) workflows, and machine learning models — alongside full-stack web applications.
What does Eftelya Çelik do?add
She designs and builds AI-powered products: conversational assistants and chatbots, RAG pipelines that answer questions over documents, and data science / machine learning models — backed by full-stack development with .NET, Python (FastAPI) and Next.js.
What AI and LLM projects has she built?add
She built the Akdeniz Smart Assistant — an AI chatbot that answers questions over institutional documents for Akdeniz University — and an n8n-based RAG workflow over TÜBİTAK support-program documents, built to explore retrieval-augmented generation end to end.
What is her machine learning and data science experience?add
She built a retail sales forecasting model on the Rossmann dataset using XGBoost, with feature engineering, hyperparameter tuning and an interactive Streamlit dashboard. She is also President of the Akdeniz University Data Science Club.
Which technologies does she work with?add
Backend: ASP.NET Core (.NET), FastAPI (Python), PostgreSQL, Docker. Frontend: Next.js, React, TypeScript, Tailwind CSS. AI & data: LLMs and RAG, self-hosted open models (Qwen), Google Gemini, LangChain, vector search with pgvector and Qdrant, XGBoost, Pandas and scikit-learn.
What work experience does she have?add
She has interned as a Software Engineer at CSArt (building an AI document-processing platform and a Scopus-based academic data-analysis system), at Ergineer (Flutter mobile apps), and at Sednacloud (full-stack ASP.NET and Angular applications).
Has she led any teams or communities?add
Yes — she is President of the Akdeniz University Data Science Club, and she served on the organizing committee of Akdeniz Career Summit 2025, where she also built the official website (nearly 500 registrations).
How can I get in touch with Eftelya?add
Through the contact page, by email at eftelyacelik@gmail.com, on GitHub (hopeffy), or on LinkedIn.