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gorkemgul/README.md

Görkem Gül — I like neural networks. A small neural network switching between image, text and audio tasks, next to a smiling neuron holding a tiny black hole.

AI Research Engineer

Applied AI, agentic AI, and text-to-image —
training, inference, comparison, evaluation, and optimization.

applied ai  ·  agentic ai  ·  text-to-image  ·  open source

🤖 Agentic AI

  • Seller Analysis Agent — Seller trust analysis.

  • Seller & Product Deep Search Agent — Seller and brand research across the web.

  • Price Analysis Agent — Product price analysis across markets.

  • Lumos — Paper and deep research agent.

🔎 I2T models & training

  • Permit Reader — Vehicle registration document reading.

  • Plate Reader — License plate recognition.

  • Specimen Signature Reader — Specimen signature document reading.

📚 Model & Architecture Catalogs

🛠️ Tools

  • MCP Rig — Deterministic, CI-ready testing for MCP servers: YAML suites, state checks, snapshots, and JUnit reports.

🤝 Open-source contributions

  • Diffusers #15184 — Fixed gradient clipping that silently never ran in the LoRA training examples.

🌱 Earlier packages

Pinned Loading

  1. VGG-Hub VGG-Hub Public

    A comprehensive collection of PyTorch implementations for the VGG (Visual Geometry Group) models

    Python 7

  2. yolov1 yolov1 Public

    This repository provides a PyTorch implementation of Yolov1, a Detection Algorithm for Object Detection tasks.

    Python 3

  3. yolov3 yolov3 Public

    This repository provides a PyTorch implementation of Yolov3, a Detection Algorithm for Object Detection tasks.

    Python 2

  4. native-ai/PyTorch-GANs native-ai/PyTorch-GANs Public

    PyTorch implementations of Generative Adversarial Networks

    Python 2

  5. mcp-rig mcp-rig Public

    Deterministic, CI-ready testing for MCP servers: YAML suites, state checks, snapshots, and JUnit — for local stdio and remote HTTP servers.

    Python 1

  6. awesome-text-to-image-architectures awesome-text-to-image-architectures Public

    A visual catalog of text-to-image architectures, with model diagrams, concise descriptions, and primary sources.

    Python 1