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mertsonmezer/README.md

hi, i'm mert 👋

i'm an ai researcher — i build, benchmark, and write about ai models that have to work in the real world.

i work at the intersection of research and production. my focus is retrieval-augmented generation, generative models, and adapting frontier models to domains where the data is messy and the stakes are high — medicine, finance, etc.

elsewhere

🌐 mertsonmezer.com  ·  🎓 google scholar  ·  💼 linkedin  ·  ✉️ email

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  1. CANet CANet Public

    Official Implementation of CANet: ChronoAdaptive Network (Neural Networks 2026)

    Python

  2. LoRAverse LoRAverse Public

    Official Implementation of LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models (ICCV 2025)

    Python

  3. bobxwu/TopMost bobxwu/TopMost Public

    [ACL 2024 Demo] A Topic Modeling System Toolkit

    Jupyter Notebook 291 27

  4. self-driving_car self-driving_car Public

    A basic self-driving car project by using the NVIDIA model

    Jupyter Notebook 3

  5. mnist_generator mnist_generator Public

    Generating images similar to images in the MNIST dataset using GANs

    Jupyter Notebook 2

  6. fuel_consumption_estimation fuel_consumption_estimation Public

    A project that can predict fuel consumption of vehicles using the Linear, Ridge, Lasso Regression and XGBoost models

    Jupyter Notebook