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I'm Alper, \n\nI finished my undergraduate Mathematics studies as an honorary student, and I love working on deep learning. I'm more interested in stable diffusion and computer vision, trying to build something I deem valuable. I also like to work on mathematical concepts, especially on applied mathematics in higher studies. I want to try and work on things I'm interested in, mainly:\n\n- Generative applications based on stable diffusion\n- LLMs and their inner workings ([Andrej Karpathy](https://github.com/karpathy) is just too good as an instructor)\n- Deep learning productionalization, from data collection to modeling at scale (trying to learn HPCs!).\n- Thanks to one of my instructors, I got interested in applying deep learning to specifically differential equation systems. Hopefully will be able to do it on my own :D\n- Statistical mechanics of deep learning methods, especially the learning mechanisms/constraints on LLMs. \n\nI'm currently an R\u0026D Engineer, specializing in VLMs for reference-based visual grounding.\n\n **I'm an empirical and imaginative person. I learned mathematics by visualizing my imagination, and I try to implement the same strategy as long as it works :D**\n\n### Languages\n\n[![Python](https://img.shields.io/badge/-Python-000?\u0026logo=python)](https://github.com/alperiox?tab=repositories\u0026q=\u0026type=\u0026language=python)\n\n### Libraries\n![PyTorch](https://img.shields.io/badge/-PyTorch-000?\u0026logo=pytorch\u0026logoColor=EE4C2)\n![Tensorflow 2](https://img.shields.io/badge/-Tensorflow-000?\u0026logo=TensorFlow\u0026logoColor=FF9900)\n![Keras](https://img.shields.io/badge/-Keras-000?\u0026logo=keras\u0026logoColor=D00000)\n![Scikit-Learn](https://img.shields.io/badge/-ScikitLearn-000?\u0026logo=scikit-learn\u0026logoColor=f7931e)\n#### Other Libraries\n![Numpy](https://img.shields.io/badge/-Numpy-000?\u0026logo=numpy\u0026logoColor=013243)\n![Pandas](https://img.shields.io/badge/-Pandas-000?\u0026logo=pandas\u0026logoColor=ffffff)\n![Scipy](https://img.shields.io/badge/-Scipy-000?\u0026logo=scipy\u0026logoColor=8CAAE6)\n![Matplotlib](https://img.shields.io/badge/-Matplotlib-000?\u0026logo=canonical\u0026logoColor=0078d6)\n![Seaborn](https://img.shields.io/badge/-Seaborn-000?\u0026logo=canonical\u0026logoColor=0078d6)\n![Plotly](https://img.shields.io/badge/-Plotly-000?\u0026logo=plotly\u0026logoColor=3f4f75)\n\n### Technologies\n![Git](https://img.shields.io/badge/-Git-000?\u0026logo=git\u0026logoColor=f05032)\n![AWS](https://img.shields.io/badge/-AWS-000?\u0026logo=Amazon-AWS\u0026logoColor=FF9900)\n![Docker](https://img.shields.io/badge/-Docker-000?\u0026logo=Docker)\n![Windows](https://img.shields.io/badge/-Windows-000?\u0026logo=windows\u0026logoColor=0078d6)\n\n![Alper's github stats](https://github-readme-stats.vercel.app/api?username=alperiox\u0026show_icons=true\u0026show=reviews,discussions_started,discussions_answered,prs_merged,prs_merged_percentage\u0026theme=synthwave)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falperiox%2Falperiox","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falperiox%2Falperiox","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falperiox%2Falperiox/lists"}