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Justsecret123/README.md

Hi there, I'm Ibrahim SEROUIS 👋

(You can call me "Ibrah" 🙂)

  • Gender : Male
  • Favorite tech stack : Python + ML/Deep Learning + Computer Vision + Tensorflow

Background 🏫🎓

  • PhD in Computer Science (ongoing) : AI, ML, Data Science, Multimedia Analysis, Computer Vision
  • Engineering Diploma, with a focus on Image Processing and Software Engineering (with high honors)
  • MSc. in Computer Science, focusing on Information Technology and Web (with high honors)

📫 How to reach me

Pinned

  1. Human-pose-estimation Human-pose-estimation Public

    A quick tutorial on multi-pose estimation with OpenCV, Tensorflow and MoveNet lightning.

    Jupyter Notebook 4

  2. One-Piece-characters-detector One-Piece-characters-detector Public

    An object detector trained with a Kaggle GPU, using Tensorflow and a fine-tuned ssd resnet50.

    Jupyter Notebook 1

  3. One-Piece-Image-Classifier One-Piece-Image-Classifier Public

    A quick image classifier trained with manually selected One Piece images.

    Jupyter Notebook 2 1

  4. Twitter-sentiment-analysis Twitter-sentiment-analysis Public

    A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.

    Jupyter Notebook 2 2

  5. NBA-Players-Stats-analysis NBA-Players-Stats-analysis Public

    A quick interactive Notebook to visualize some NBA players stats (points, assists, steals, blocks...) and totals, rankings and comparisons. Feel free to add any player in the .csv data files. 🏀

    Jupyter Notebook

  6. Clustering-and-Decision-Tree-Iris-Dataset- Clustering-and-Decision-Tree-Iris-Dataset- Public

    A quick Notebook to explore a ML pipeline, which consists on preparing the data, explore the data, then apply Machine Learning techniques (K-Means then Decision Tree) to gain insisghts from the data.

    Jupyter Notebook