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@ituvisionlab

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qwertymert/README.md

About Me:

👋 Hi, I'm Mert.
AI Engineer & M.Sc. Candidate, Istanbul Technical University

I develop autonomous agents and deep learning architectures, utilizing a research-driven approach to build production systems.

Focus Areas

  • Generative AI & Agents: Designing context-aware autonomous systems and scalable RAG pipelines.
  • Computer Vision: Background in self-supervised learning, adversarial robustness, and deep learning stability.
  • Systems Engineering: Building high-performance backend architectures and cloud-native infrastructure for data-intensive applications.

🌐 Profiles:

Google Scholar

💻 Website:

www.mertgulsen.com


Pinned Loading

  1. batuceng/diffusion-layer-robustness-pc batuceng/diffusion-layer-robustness-pc Public

    Official Code for PCLD (Arxiv)

    Python 6 2

  2. picturedit picturedit Public

    Image editing application with python from scratch

    Python 1

  3. Formula1-Database-blg317e-project Formula1-Database-blg317e-project Public

    Term project for database systems

    Python 2

  4. hadoop-multinode-cluster-docker hadoop-multinode-cluster-docker Public

    Hadoop multi-node cluster simulation with Docker

    Java 1

  5. cnn_vs_decision_trees cnn_vs_decision_trees Public

    A comparison study of CNNs and various decision tree based models.

    Python

  6. global-optimization-algorithms global-optimization-algorithms Public

    A module of global optimization algorithm implementations.

    Jupyter Notebook