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πŸ‘‹ Greetings, Meatbags! (It's Pouya, but greetings work too)

Machine Learning Engineer by Day, AI Overlord in Training by Night
(Mostly just play video games at night, but hey, gotta keep the dream alive)

Welcome to the digital playground of Pouya, a caffeinated Machine Learning Engineer who's been wrangling algorithms for over 7 years (think Neo, but with way less leather and way more takeout). I specialize in the dark arts of Generative AI, NLP, LLMs, and Computer Vision. Basically, I turn data into magic tricks that (hopefully) solve real-world problems. πŸͺ„

πŸ’» My Superpowers (a.k.a. What I Do):

  • Generative AI: I wield transformers, GANs, and diffusion models like a digital Jedi, conjuring creative and functional AI solutions. Think deepfakes that wouldn't get you banned (well, hopefully not). βš”οΈπŸ€–
  • NLP & LLMs: I speak fluent machine, crafting language models for tasks like text generation, semantic search, and sentiment analysis. Basically, I can teach computers to understand your sarcasm (success not guaranteed). πŸ§ πŸ’¬
  • AI-Powered Applications: I take those fancy AI models and build them into real-world products, from healthcare to keeping you glued to your phone screen (don't blame me, blame the dopamine). πŸ“±πŸ› οΈ
  • MLOps: I'm a master of automation, CI/CD, and cloud deployments. Think of me as the conductor of the machine learning orchestra, making sure everything runs smoothly on platforms like AWS SageMaker, EC2, and Lambda (don’t worry, I won’t make you wear a conductor’s hat). 🎢☁️

πŸ† Bragging Rights (because everyone does it):

  • LinkedIn Top Voice for Machine Learning and Data Science. Apparently, I talk good. 🎀
  • Open-Source Contributor: I share my knowledge and tools with the world, because knowledge is power, and with great power comes slightly less responsibility (but still some). πŸ’‘πŸ’»
  • BCNet Leader: Built a Deep Convolutional Neural Network for Breast Cancer Grading, featured in fancy places like Harvard and NASA (don’t worry, it's not self-aware… yet). πŸš€πŸŽ“

πŸ› οΈ My Digital Armory (a.k.a. Tech Stack):

  • Languages: Python (my best friend), C/C++ (the grumpy old mentor), Swift (the cool kid), SQL (the accountant who keeps everything organized) πŸ’»πŸ‘¨β€πŸ«πŸ“
  • ML Frameworks: TensorFlow (the powerhouse), PyTorch (the flexible one), scikit-learn (the OG), Hugging Face (the new hotness in town) πŸ—οΈπŸ”₯
  • Data Tools: Pandas (data wrangling champion), NumPy (the number cruncher), Featuretools (the feature engineering magician), OpenCV (the master of seeing) πŸ“ŠπŸ‘οΈ
  • Deployment: Kubernetes (the container orchestrator), AWS (my cloud playground), Docker (the container captain), CI/CD pipelines (the automation dream team) πŸ›³οΈπŸš€

🌐 Let's Be Social!

  • Medium: Medium - Deep dives into AI, machine learning, and data science. (Warning: may contain excessive use of pop culture references) πŸ“–πŸΏ
  • LinkedIn: LinkedIn - Connect and collaborate! (Just promise not to send me spam) πŸ’Όβœ‰οΈ
  • Portfolio: Portfolio - Explore my projects and learn more about the amazing (or slightly above average) human behind the code. πŸ”πŸ‘¨β€πŸ’»

I'm always down for impactful projects, open-source contributions, and maybe even grabbing a virtual coffee (or beer, depending on the time zone). So, feel free to explore my code, send a message, and let's make the world a cooler place with AI! β˜•πŸ»πŸ’‘


Pouya Hallaj's Projects

bcnet icon bcnet

BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLΒ·E.

excelcolumnsum icon excelcolumnsum

A simple python app with gui to sum all of the columns in multiple excel files

farsi_pdf icon farsi_pdf

Make editable Persian(Farsi) PDF from Non-Editable ones, using OCR.

finger-mouse-control icon finger-mouse-control

Hand Gesture Mouse Control is a Python script that leverages the power of computer vision to control the mouse cursor using hand gestures. By utilizing the Mediapipe library, this project enables users to move the mouse cursor by performing pinch gestures between the thumb and index finger.

follow-my-face icon follow-my-face

Follow My Face" is a Python project using MediaPipe to track hands in a video feed. It enables automatic facial zoom by detecting faces and controlling mouse movement using hand gestures.

food-101 icon food-101

food 101 is a dataset consists of 101 food categories, with 101'000 images. For each class, 250 manually reviewed test images are provided as well as 750 training images. On purpose, the training images were not cleaned, and thus still contain some amount of noise. This comes mostly in the form of intense colors and sometimes wrong labels. All images were rescaled to have a maximum side length of 512 pixels.

front_end_slides icon front_end_slides

Ψ§Ψ³Ω„Ψ§ΫŒΨ― برای فرانΨͺ Ψ§Ω†Ψ― و ΨͺوآیحاΨͺ Ψ’Ω†

just-focus icon just-focus

An app to help you regain your focus on what really matters

mediumtomarkdown icon mediumtomarkdown

Convert your Medium posts to Markdown files seamlessly with the MediumToMarkdown Converter. This user-friendly GUI tool allows you to import your exported Medium data as a ZIP file and transform your posts into Markdown format.

opencv_projects icon opencv_projects

List of OpenCV projects to further increase the computer vision community. Coding in Python & C++(In progress).

poseestimation icon poseestimation

Estimating Position of different body parts using OpenCV and Python

prolog-sudoku-solver icon prolog-sudoku-solver

This repository contains a Prolog-based Sudoku solver that was created as a project for a AI lab course at Islamic Azad University.

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