Hi there 👋 I'm Irem, an AI Engineer focused on building practical and intelligent applications. My main interest lies in designing agentic systems and engineering the context that powers them, turning complex AI concepts into functional, full-stack products.
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🧠 Agentic Systems & Automation: I design and build multi-agent systems for automating complex workflows. A key area of my work has been developing intelligent CRM solutions that can orchestrate tasks autonomously.
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📈 Retrieval-Augmented Generation (RAG): I build and optimize RAG pipelines to provide language models with accurate, context-aware information. This often involves working with vector stores like ChromaDB.
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🛠️ Full-Stack AI Development: I handle the entire lifecycle of an AI application—from integrating and fine-tuning models to building the user-facing interfaces and deploying them as scalable services.
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🔧 Multimodal AI: I work with models that understand both text and images, like CLIP and PaliGemma, to build applications for vision-language tasks.
My passion for creative technology extends into the arts. As part of the Istanbul Algorave community, I perform live-coded audiovisual sets under the name Aviara, using Strudel for music and Hydra for visuals. I enjoy merging instinct and logic through code on stage.
I'm also deeply curious about the future of human-computer interaction, particularly in Brain-Computer Interfaces (BCI) and neurotechnology.