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Going On Adventure!
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Going On Adventure!

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faizpuad/README.md

πŸ‘‹ Hello, I'm Faiz!


Data Analytics & Engineering Enthusiast

I'm an experienced data analytics enthusiast passionate about exploring data architecture. Full of excitement, I'm actively seeking new opportunities that suit my passion and constantly challenging myself to be a well-versed analytics engineer.

πŸš€ About Me

  • πŸ”­ I’m currently working on building my data engineering portfolio.
  • 🌱 I’m currently learning Airflow and end-to-end OLTP streaming AWS data engineering project.
  • πŸ“« How to reach me: faizpuad1997@gmail.com
  • πŸ˜„ Pronouns: Far East
  • ⚑ Fun fact: Easy-going on random topics. Once an active futsal & takraw player.

✨ Quote I Live By

"Stay curious, be humble, and keep on learning."

πŸ”₯🌟 Featured Projects

Readme Card Readme Card Readme Card Readme Card

Real-Time Document Streaming with Kafka & Spark
Harness the power of Kafka and Spark to build an efficient document streaming architecture. This end-to-end system delivers real-time data processing with MongoDB for seamless storage.
Scalable OLAP System for Credit Card Transactions
Dive into a robust OLAP system designed to scale and analyze large volumes of credit card transactions. Built with advanced data processing techniques, this project leverages cloud-native solutions for optimal performance.
AWS Real-Time Credit Card Transaction Pipeline
A cutting-edge AWS-powered data engineering project that implements a real-time credit card transaction processing pipeline. Leveraging cloud services for scalable, efficient data streaming and analysis.
Loan Default Prediction with Classification Models
An insightful project that assesses loan default risk using classification algorithms. This project explores data preprocessing, model selection, and evaluation to improve decision-making in financial services.
DataCamp Project Collection
A curated collection of completed projects from DataCamp courses, demonstrating a wide range of data science techniques and tools across different datasets and problem spaces.

πŸ› οΈ Technologies & Tools

πŸ† Achievements

  • πŸ’» Certified Data Engineer Associate: DataCamp
  • πŸŽ–οΈ Certified SQL Associate: DataCamp

πŸ“ˆ My GitHub Stats

GitHub Streak

🀝 Let's Connect!

LinkedIn Medium

Thanks for visiting my profile! Feel free to explore my repositories and reach out if you want to collaborate or chat!

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  1. DataScienceProject-LoanDefaultAssessmentUsingClassificationAlgorithm DataScienceProject-LoanDefaultAssessmentUsingClassificationAlgorithm Public

    Loan default risk prediction for NotALoanShark using Logistic Regression. Focused on data exploration, cleaning, and feature selection to identify high-risk borrowers and reduce financial risk

    Jupyter Notebook

  2. DataScienceProject-DataCampCompletedProjectCollection DataScienceProject-DataCampCompletedProjectCollection Public

    Jupyter Notebook

  3. DataEngineeringProject-DocumentStreamingWithData DataEngineeringProject-DocumentStreamingWithData Public

    The core objective of this project is to build an end-to-end data streaming pipeline that processes this dataset in real-time. By leveraging modern data engineering tools and techniques, we aim to …

    Jupyter Notebook 1 1

  4. DataEngineeringProject-ScalableOlapSystemForCreditCradTransaction DataEngineeringProject-ScalableOlapSystemForCreditCradTransaction Public

    Scalable OLAP system for credit card transaction analysis, leveraging AWS S3, Databricks, and dbt. Features end-to-end batch processing pipeline, medallion architecture, and interactive fraud detec…

    Jupyter Notebook

  5. DataEngineeringProject-AWSRealtimeCreditCardTrxPipeline DataEngineeringProject-AWSRealtimeCreditCardTrxPipeline Public

    Real-time OLTP system for credit card fraud detection using AWS API Gateway, Kinesis, and RDS PostgreSQL. Features a scalable, serverless pipeline for secure and low-latency transaction processing

    TypeScript