{"id":31579147,"url":"https://github.com/abdulvahapmutlu/abdulvahapmutlu","last_synced_at":"2026-04-02T03:04:16.413Z","repository":{"id":317701911,"uuid":"1068492015","full_name":"abdulvahapmutlu/abdulvahapmutlu","owner":"abdulvahapmutlu","description":"My 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align=\"left\"\u003e\n  \u003cimg src=\"assets/banner.svg\" alt=\"Abdulvahap Mutlu — Senior Deep Learning Engineer \u0026 Researcher\" /\u003e\n\u003c/p\u003e\n\n\u003ch3 align=\"left\"\u003e🚀 Senior Deep Learning Engineer \u0026 Researcher (MSc.)\u003c/h3\u003e\n\n\u003cp align=\"left\"\u003e\n  \u003ca href=\"mailto:abdulvahapmutlu1@gmail.com\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/Email-24292F?style=flat\u0026logo=gmail\u0026logoColor=EA4335\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://www.linkedin.com/in/abdulvahap-mutlu-9420b9235\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/LinkedIn-24292F?style=flat\u0026logo=linkedin\u0026logoColor=0A66C2\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/abdulvahapmutlu\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/followers/abdulvahapmutlu?label=Followers\u0026style=flat\u0026logo=github\u0026logoColor=white\u0026color=24292F\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://www.abdulvahapmutlu.com\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/Website-24292F?style=flat\u0026logo=google-chrome\u0026logoColor=4285F4\"/\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n## 🔹 About Me\n\nI design and deliver **end-to-end machine learning systems**—from problem framing and data strategy to reliable deployment and lifecycle management. My work blends **applied research** with **production engineering**, emphasizing clarity, scalability, and measurable impact.\n\nI focus on **generalizable capabilities** rather than tool-of-the-month specifics: **Computer Vision**, **NLP \u0026 LLMs**, **Biomedical AI**, **Generative AI**, **Representation Learning**, **Optimization \u0026 AutoML**, and **MLOps**.  \nMy approach centers on **reproducibility**, **operational excellence**, and **responsible AI**.\n\n- 🎓 MSc. in progress (Machine Learning / Deep Learning)  \n- 🧪 Research orientation with practical delivery across multiple domains  \n- 🛠️ Reproducible workflows (configuration, tracking, evaluation, CI/CD, containers)\n\n---\n\n## 🔹 Skills \u0026 Tools\n\n\u003cdiv align=\"center\"\u003e\n\n\u003c!-- Programming --\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg\" width=\"64\" height=\"64\" alt=\"Python\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/cplusplus/cplusplus-original.svg\" width=\"64\" height=\"64\" alt=\"C++\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg\" width=\"64\" height=\"64\" alt=\"C#\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/matlab/matlab-original.svg\" width=\"64\" height=\"64\" alt=\"Matlab\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/javascript/javascript-original.svg\" width=\"64\" height=\"64\" alt=\"JavaScript\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/react/react-original.svg\" width=\"64\" height=\"64\" alt=\"React\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/nodejs/nodejs-original.svg\" width=\"64\" height=\"64\" alt=\"Node.js\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/html5/html5-original.svg\" width=\"64\" height=\"64\" alt=\"HTML\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/css3/css3-original.svg\" width=\"64\" height=\"64\" alt=\"CSS\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/php/php-original.svg\" width=\"64\" height=\"64\" alt=\"PHP\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/flutter/flutter-original.svg\" width=\"64\" height=\"64\" alt=\"Flutter\"/\u003e\n\n\u003c!-- ML/DL Frameworks --\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/pytorch/pytorch-original.svg\" width=\"64\" height=\"64\" alt=\"PyTorch\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/tensorflow/tensorflow-original.svg\" width=\"64\" height=\"64\" alt=\"TensorFlow\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/keras/keras-original.svg\" width=\"64\" height=\"64\" alt=\"Keras\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jupyter/jupyter-original.svg\" width=\"64\" height=\"64\" alt=\"Jupyter\"/\u003e\n\n\u003c!-- Databases --\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/mysql/mysql-original.svg\" width=\"64\" height=\"64\" alt=\"MySQL\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postgresql/postgresql-original.svg\" width=\"64\" height=\"64\" alt=\"PostgreSQL\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/mongodb/mongodb-original.svg\" width=\"64\" height=\"64\" alt=\"MongoDB\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/oracle/oracle-original.svg\" width=\"64\" height=\"64\" alt=\"Oracle\"/\u003e\n\n\u003c!-- Cloud --\u003e\n\u003cimg src=\"https://raw.githubusercontent.com/devicons/devicon/master/icons/amazonwebservices/amazonwebservices-original-wordmark.svg\" width=\"64\" height=\"64\" alt=\"AWS\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/googlecloud/googlecloud-original.svg\" width=\"64\" height=\"64\" alt=\"GCP\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/azure/azure-original.svg\" width=\"64\" height=\"64\" alt=\"Azure\"/\u003e\n\n\u003c!-- DevOps --\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/docker/docker-original.svg\" width=\"64\" height=\"64\" alt=\"Docker\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/kubernetes/kubernetes-plain.svg\" width=\"64\" height=\"64\" alt=\"Kubernetes\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/git/git-original.svg\" width=\"64\" height=\"64\" alt=\"Git\"/\u003e\n\u003cimg src=\"https://cdn.jsdelivr.net/gh/devicons/devicon/icons/gitlab/gitlab-original.svg\" width=\"64\" height=\"64\" alt=\"GitLab\"/\u003e\n\u003cimg src=\"https://github.githubassets.com/images/modules/logos_page/GitHub-Mark.png\" width=\"64\" height=\"64\" alt=\"GitHub\"/\u003e\n\u003c/div\u003e\n\n---\n\n## 🔹 Featured Projects\n\n\u003cdiv align=\"center\"\u003e\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd width=\"50%\"\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/vit-protonet\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=vit-protonet\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"ViTProto\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003ctd width=\"50%\"\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/bounding-box-tuner-bbt\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=bounding-box-tuner-bbt\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"BBT\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\n\u003ctr\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/sherpa-ml\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=sherpa-ml\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"Sherpa-ML\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/orbit-boost\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=orbit-boost\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"Orbit-Boost\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\n\u003ctr\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/quantlab-8bit\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=quantlab-8bit\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"QuantLab-8bit\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/edge-serve-ab\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=edge-serve-ab\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"Edge-Serve\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\n\u003ctr\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/research-agent\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=research-agent\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"Research-Agent\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003ctd\u003e\n\u003ca href=\"https://github.com/abdulvahapmutlu/als-synthetic-data-augmentation-wgan\"\u003e\n  \u003cimg src=\"https://github-readme-stats.vercel.app/api/pin/?username=abdulvahapmutlu\u0026repo=als-synthetic-data-augmentation-wgan\u0026theme=gotham\u0026hide_border=false\u0026border_radius=12\" alt=\"ALS-Synthetic\"/\u003e\n\u003c/a\u003e\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n\u003c/div\u003e\n\n---\n\n## 🔹 Publications\n\n- 📄 [ViT-ProtoNet for Few-Shot Image Classification: A Multi-Benchmark Evaluation](https://arxiv.org/abs/2507.09299)  \n- 📄 [Synthetic ALS-EEG Data Augmentation for ALS Diagnosis Using Conditional WGAN with Weight Clipping](https://arxiv.org/abs/2506.16243)  \n- 📄 [Novel Performance-Based Hyperparameter Optimization with the Use of Bounding Box Tuner (BBT)](https://www.acadlore.com/article/IDA/2025_4_2/ida040204)  \n- 📄 [Artificial Intelligence in Electroencephalography: A Comprehensive Survey of Methods, Challenges, and Applications](https://www.acadlore.com/article/ATAIML/2025_4_3/ataiml040304)  \n\n---\n\n## 🔹 Analytics \u0026 Insights\n\n\u003ctable align=\"center\"\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\" style=\"border: none;\"\u003e\n      \u003cimg src=\"./assets/summary/0-profile-details.svg\" alt=\"Profile details\" width=\"560\"/\u003e\n    \u003c/td\u003e\n    \u003ctd align=\"center\" style=\"border: none;\"\u003e\n      \u003cimg src=\"./assets/summary/3-stats.svg\" alt=\"Stats\" width=\"400\"/\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\" style=\"border: none;\"\u003e\n      \u003cimg src=\"./assets/summary/1-repos-per-language.svg\" alt=\"Repos per language\" width=\"560\"/\u003e\n    \u003c/td\u003e\n    \u003ctd align=\"center\" style=\"border: none;\"\u003e\n      \u003cimg src=\"./assets/summary/2-most-commit-language.svg\" alt=\"Most commit language\" width=\"400\"/\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg\n    src=\"https://github-readme-activity-graph.vercel.app/graph?username=abdulvahapmutlu\u0026radius=8\u0026area=true\u0026hide_border=true\u0026theme=github-compact\u0026custom_title=Monthly%20Contribution%20Activity\u0026days=30\"\n    width=\"100%\"\n    alt=\"Monthly contribution activity\"/\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./assets/profile-3d-contrib.svg\" width=\"100%\" alt=\"Yearly contribution activity (3D)\"/\u003e\n\u003c/p\u003e\n\n---\n\n## 🔹 Focus Areas \u0026 Principles\n\n- **Outcome-oriented**: clear goals, measurable impact  \n- **Reproducible by default**: deterministic pipelines, configs, experiment tracking  \n- **Operational excellence**: monitoring, CI/CD, resilient systems  \n- **Responsible AI**: fairness, safety, privacy-aware design  \n- **Simplicity first**: maintainable abstractions, progressive refinement  \n- **Collaboration**: docs, reviews, mentorship\n\n---\n\n## 🔹 Get in Touch\n\n📧 [abdulvahapmutlu1@gmail.com](mailto:abdulvahapmutlu1@gmail.com) · 🌐 [abdulvahapmutlu.com](https://www.abdulvahapmutlu.com) · 💼 [LinkedIn](https://www.linkedin.com/in/abdulvahap-mutlu-9420b9235)\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"assets/footer.svg\" alt=\"Footer\" /\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulvahapmutlu%2Fabdulvahapmutlu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdulvahapmutlu%2Fabdulvahapmutlu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulvahapmutlu%2Fabdulvahapmutlu/lists"}