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About me!

Hello! I'm Alper,

I recently 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:

  • Generative applications based on stable diffusion
  • LLMs and their inner workings (Andrej Karpathy is just too good as an instructor)
  • Inner workings of stable diffusion (I see so many interesting papers lately!)
  • Deep learning productionalization, from data collection to modeling at scale.
  • 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

I'm a freelancer and am open to opportunities for full-time at the moment.

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

Languages

Python

Libraries

PyTorch Tensorflow 2 Keras Scikit-Learn

Other Libraries

Numpy Pandas Scipy Matplotlib Seaborn Plotly

Technologies

Git AWS Docker Windows

Alper's github stats

Alper's Projects

adamalston icon adamalston

⚠️ DARK MODE! It's TOP SECRET! My awesome profile README! ⚠️

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

blog icon blog

Public repo for HF blog posts

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - updating it to my own standards

computer-vision-course icon computer-vision-course

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

dl-ds-ml icon dl-ds-ml

my deep learning, data science and machine learning practices

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fatush icon fatush

Some QoL tools for translating markdown files

fgvc icon fgvc

[ECCV 2020] Flow-edge Guided Video Completion

flask_snlp icon flask_snlp

Deployable web application with integrated NLP model that does sentimental analysis for given sentences

fsdtorch icon fsdtorch

face shape detector powered with pytorch

hacettepe-chatbot icon hacettepe-chatbot

a simple chatbot that uses qna retrieval with FAISS and Llama2 for answer generation.

handtracking icon handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

manhwa-checker icon manhwa-checker

a flask web app, checks for updates about saved mangas and comics from the online manga providers

mcir icon mcir

The Magical Code Injection Rainbow! MCIR is a framework for building configurable vulnerability testbeds. MCIR is also a collection of configurable vulnerability testbeds.

minimal-hand icon minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

nebullvm icon nebullvm

Plug and play modules to optimize the performances of your AI systems 🚀

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