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ilyassuelen/README.md

Ilyas Sülen Logo

🚀 AI Backend Developer | Python · FastAPI · RAG · LLM Applications

🌐 Portfolio WebsiteGitHubLinkedIn


🧠 About Me

I enjoy building AI-powered backend applications that solve real-world problems.

Over the past year, I've built applications around LLMs, Retrieval-Augmented Generation (RAG), document intelligence, semantic search, and scalable FastAPI backend services. My focus is less on experimenting with AI and more on building practical tools people can actually use.

Areas I enjoy working in:

  • 🤖 LLM-powered applications
  • 📄 Document intelligence & semantic search
  • ⚡ Scalable backend services & APIs
  • 🔌 AI automation workflows
  • 🧠 Turning complex ideas into practical products

I'm constantly learning, improving my backend engineering skills, and exploring better ways to build reliable AI systems.

📍 Based in Leverkusen, Germany


🚀 Featured Projects

Project Description Stack
InsightAI AI-powered document intelligence platform supporting conversational search across PDF, DOCX, CSV, and TXT documents using RAG, semantic search, and structured report generation. Python, FastAPI, OpenAI API, Qdrant, SQLAlchemy
Launchly AI-powered career intelligence platform that analyzes resumes, portfolios, GitHub repositories, LinkedIn profiles, and interview performance to generate personalized coaching and career roadmaps. Python, FastAPI, React, PostgreSQL, OpenAI API
SubPilot AI-powered subscription & contract management platform with automated reminder workflows, cancellation tracking, savings recommendations, and AI-generated cancellation assistance. Python, FastAPI, SQLAlchemy, OpenAI API, SQLite

🧩 Tech Stack

💻 Backend & APIs

Python · FastAPI · Flask · REST APIs · SQLAlchemy · OOP

🤖 AI & LLM Engineering

RAG Pipelines · LLM Integration · OpenAI API · Prompt Engineering · Semantic Search · Qdrant

🗄️ Databases & Data Handling

PostgreSQL · SQLite · SQL · JSON · Data Processing

⚙️ Tools & Workflow

Git · GitHub · PyCharm · pytest · Postman


🎯 Currently Building

  • Market Intelligence RAG System (Internship)
  • AI-powered Career Intelligence Platform (Launchly)
  • FastAPI backend architectures
  • Retrieval-Augmented Generation pipelines

📊 GitHub Activity

GitHub Streak

GitHub Profile Summary


📫 Connect with Me


Building practical AI systems with a focus on backend engineering, automation, and real-world usability. 💡

visitors

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  1. InsightAI InsightAI Public

    InsightAI: Python-based document processing platform with chunking, LLM-powered reports, and structured data analysis.

    Python 1

  2. subpilot-ai subpilot-ai Public

    AI-powered contract & subscription optimizer with agentic workflows

    TypeScript

  3. launchly launchly Public

    AI-powered career platform for realistic interview simulations, resume intelligence and recruiter-style evaluations.

    TypeScript