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Pouyaexe/README.md

πŸ‘‹ Greetings, Humans! (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’‘


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  1. StockProphet StockProphet Public

    A machine learning-based Python app that predicts stock prices using PyTorch and other Python libraries. This app uses historical stock data to train a neural network model and make future predicti…

    Jupyter Notebook 7

  2. follow-my-face follow-my-face Public

    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.

    Python 2

  3. analog_gague_reader analog_gague_reader Public

    Python app to read analog gauges using AI

    Python 2

  4. ai-pong-player ai-pong-player Public

    Playing Pong Game using AI (NEAT Algortihm)

    Python 2

  5. Duo_Call_Duration Duo_Call_Duration Public

    Calculate the total number of hours two people talked on Google Meet/Duo.

    Python 2

  6. Telegram_chat_duration_calculator Telegram_chat_duration_calculator Public

    Simple python app to calculate how much time you spent videocalling with somebody!

    Python 2