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Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

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Ab2nour/README.md

Highlighted Projects

Stock Analysis (link)
Stock prices analysis & prediction using time series methods.
I benchmarked Prophet, XGBoost & SARIMA models, and visualized the data on interactive dashboards.
Fig. Apple stock "close" prediction compared with actual value, done with Prophet model (from Meta).

Technological startup project: “Projet Clovis” (link)

Fig. Document creation, with block-style editor: automatic styles to focus on content only.

 • Built & scaled a full-stack EdTech platform (mobile & web) enabling students to create flashcards and study through interactive mini-games.

• Grew the platform to 350+ active users, with 40,000+ flashcards and 2,200+ study sheets created.

• Pitched the project in front of 100+ people at major events (Le Village by CA, digiSchool HYPE Awards 2018), with a featured video on YouTube.

Fig. One of the mini-games to study your flashcards: choose the right answer in limited time.

• Led development over 7+ years, from inception at 17 years old to a fully maintained large-scale project.

• Tech stack: Python (Django), SQL, TypeScript, React, PHP.

• Managed databases & analytics: phpMyAdmin, Google Analytics for user insights.

Competed in 8 Kaggle AI Competitions (link)
Best ranking 105/934, using XGBoost, CatBoost, LightGBM, & Random Forests
Fig. My Kaggle leaderboard, sorted by best results. I ranked 3 times among the top 33%.

More...

Check more on my personal portfolio!

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  1. kickstarter-project-analysis kickstarter-project-analysis Public

    Survival analysis applied to Kickstarter projects.

    Jupyter Notebook

  2. jExbrayat/recognize-handwritten-letters jExbrayat/recognize-handwritten-letters Public

    Convolutional network for handwritten letters classification

    Jupyter Notebook 1

  3. customer-base-analysis customer-base-analysis Public

    Customer segmentation & marketing campaign success prediction.

    Jupyter Notebook

  4. stock-analysis stock-analysis Public

    Stock prices analysis using time series methods.

    Jupyter Notebook

  5. kaggle-competitions kaggle-competitions Public

    My entries to Kaggle AI competitions.

    Jupyter Notebook

  6. my-own-compiler my-own-compiler Public

    A compiler for my own programming language.

    Java 3 4