https://github.com/ayabh/portfolio

This repository is to show my Data Analytics, Science & Engineering skills, share projects, and track my progress.
https://github.com/ayabh/portfolio

aws data-engineering data-science data-visualization etl pyspark python sql

Last synced: 10 days ago
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This repository is to show my Data Analytics, Science & Engineering skills, share projects, and track my progress.

• Host: GitHub
• URL: https://github.com/ayabh/portfolio
• Owner: AyaBh
• Created: 2024-09-09T14:27:40.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-09-23T12:51:37.000Z (about 2 months ago)
• Last Synced: 2024-10-08T19:04:18.009Z (about 1 month ago)
• Topics: aws, data-engineering, data-science, data-visualization, etl, pyspark, python, sql
• Homepage:
• Size: 471 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Data Engineering / Data Science Portfolio

# Hi there! I'm Aya.

![Aya Linkedin pic](https://github.com/AyaBh/Portfolio/blob/main/linkedin_pic.png)

I'm excited to share my growing Data Engineer / Data Scientist portfolio. Within this repository, you'll find a comprehensive collection of projects completed during various data analytics, engineering, and science courses, as well as self-development exercises, each covering essential skills and techniques.

With an Engineering degree in Data Science and Applied Statistics from UC3M's School of Engineering, which holds the most prestigious engineering accreditation in Spain, and an MSc in Artificial Intelligence & Big Data from ESGI, the top-ranked alternance engineering school in France, I bring to the field of data a unique blend of technical expertise and analytical insight. As a candidate seeking the role of Data Engineer / Data Scientist, I am eager to demonstrate my technical, analytical, and logical talents in these fields.

In my portfolio, you'll find a collection of diverse data science and data analysis projects that showcase my skills in extracting valuable insights from data, solving real-world problems, and making data-driven decisions, build efficient data pipelines and optimize data warehouses using a combination of programming expertise and cloud technologies. I also gained expertise  during my work experience in leadership, data management, statistical analysis, and data manipulation — all skills that I believe will be valuable in my next professional endeavor. The below parts is where I placed the files and their details.

### Table of Contents

  - Programming (Python)

    - [Python game Donkey Kong](https://github.com/AyaBh/Python-game-Donkey-Kong)

  - Data Analysis

    - [Movies Dataset Analysis using advanced knowledge of Spreadsheets](https://github.com/AyaBh/-Movies-Dataset-Analysis-using-advanced-knowledge-of-Spreadsheets)

  - Data Engineering (Python,R,SQL,Spark)

    - [Data Wrnagling & Data Scrapping - Beautiful Soup](https://github.com/AyaBh/Data-Wrnagling-Data-Scrapping/tree/main)

    - [Text classification using NLP](https://github.com/AyaBh/Text-classification-using-NLP-)

    - [NLP & Text Mining](https://github.com/AyaBh/NLP-Text-Mining)

  - Data Science (Python,R)

    - [Face recognition EigenFaces PCA](https://github.com/AyaBh/Face-recognition-EigenFaces-PCA-)

    - [Face recognition Fisher Discriminant Analysis and PCA](Face-recognition-Fisher-Discriminant-Analysis-and-PCA-)

    - [Pokemon winner of the fight prediction ](https://github.com/AyaBh/Pokedex-MachineLearning)

    - [Time Series modeling and forecasting of Bitcoin](https://github.com/AyaBh/Time-Series-modeling-and-forecasting-of-Bitcoin)

    - [Dimensionality reduction and clustering](https://github.com/AyaBh/Dimensionality-reduction-and-clustering)

  - Statistics

    - [Intermediate Statistics MOOCs study](https://github.com/AyaBh/Intermediate-Statistics-MOOCs-study)

  - Spark SQL / PySpark

    - [Billionaire Research And Exploration](https://github.com/tuanx18/apache-spark-projects/blob/main/Billionaire_Research_And_Exploration.ipynb)

  - Cloud

    - [GCP prediction pipeline](https://github.com/AyaBh/gcp_prediction_pipeline)

  - Orchestration and Automation

    - [Velib availability prediction pipeline using Airflow](https://github.com/AyaBh/orchestration_ml_projet)

  - Computer Vision

    - [Seatbelt detection using YOLOV8 and Airflow](https://github.com/AyaBh/Computer-Vision-YOLOV8)

  - SQL

# 

[My LinkedIn Profile](https://www.linkedin.com/in/aya-ben-hriz-86214a201/)

[My Tableau Profile]()