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aylin-nxt/README.md

Aylin Banner


🙋‍♀️ About Me

I'm a Computer Engineering graduate with a passion for building practical AI solutions.

My work focuses on Machine Learning, Deep Learning, and Large Language Models (LLMs), with a growing interest in building production-ready AI systems. I enjoy taking ideas from concept to implementation and creating intelligent applications that make everyday work simpler, smarter, and more efficient.

Currently, I'm contributing to enterprise AI projects involving Retrieval-Augmented Generation (RAG) and modern LLM applications while continuing to explore Natural Language Processing, Computer Vision, and production-ready AI systems.


🌱 Current Focus

🤖 Large Language Models (LLMs)
📚 Retrieval-Augmented Generation (RAG)
🧠 Machine Learning & Deep Learning
💬 Prompt Engineering
AI Applications
📊 Data Analysis

🧰 Tech Stack

Languages


Libraries & Frameworks



Tools



🚀 Featured Projects

Project Description
🤖 Enterprise RAG Chatbot Production-oriented Retrieval-Augmented Generation chatbot (In Progress)
🩺 Medical Information Extraction Extracting structured medical information from physician transcripts using Large Language Models.
🔍 Information Retrieval System Search engine based on classical Information Retrieval techniques
🧠 Disease Diagnosis using Machine Learning Evaluation and comparison of supervised machine learning models for disease diagnosis.
📊 Customer Transaction Analysis Exploratory data analysis and predictive insights from customer transaction data.

💡 Philosophy

Building practical AI systems through thoughtful engineering, continuous learning, and a focus on real-world impact.


🤝 Let's Connect

GitHub LinkedIn Gmail

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