Upwork home
Sign up
Project Catalog
DesignDesign
Video & AudioVideo & Audio
Development & ITDevelopment & IT
MarketingMarketing
Writing & TranslationWriting & Translation
MoreMore

You will get Clean ETL Pipeline from CSV/XML/JSON to SQLite with Documentation

Fatma A.Status: Offline
Fatma A.
Preview imagePreview imagePreview image

Let a pro handle the details

Buy Data Entry & Cleaning services from Fatma, priced and ready to go.
Fatma A.Status: Offline
Fatma A.
Preview imagePreview imagePreview image

Let a pro handle the details

Buy Data Entry & Cleaning services from Fatma, priced and ready to go.

Project details

This project offers a complete, modular ETL pipeline that extracts, validates, transforms, and merges data from multiple sources including CSV, JSON, XML, and public APIs. Built using Python, Pandas, and SQLite, the workflow is fully documented and designed for reliability, scalability, and traceability. Each step—from extraction to export—is logged and validated to ensure clean, structured, and analysis-ready data. I specialize in building ETL systems that are easy to maintain, with clear logic, and professional documentation including README, LICENSE, requirements.txt, and logs. Whether you're preparing data for dashboards, reports, or machine learning models, this project ensures your data is consistent, complete, and ready for use. Ideal for clients who value transparency, technical rigor, and clean deliverables.
Data Tool
pandas
What's included
Service Tiers Starter
$50
Standard
$100
Advanced
$150
Delivery Time 2 days 3 days 5 days
Number of Revisions
123
Number of Sources Mined/Scraped
124

Frequently asked questions

Fatma A.Status: Offline

About Fatma

Fatma A.Status: Offline
Data Engineer ETL Pipelines: CSV/XML/JSON/API, SQLite, Clean , Documen
Qina, Egypt - 2:49 am local time
I’m a data engineer who builds clean, modular ETL pipelines that extract, validate, and transform data from multiple formats — including CSV, XML, JSON, and API sources.
My workflows include column-level checks, derived field creation, and structured loading into .csv and .db formats. I document every step with professional English comments, README, LICENSE, and logging for full traceability.
My latest project showcases multi-format integration with schema integrity, error handling, and client-ready presentation. I focus on clarity, reliability, and delivering solutions that earn trust.

Steps for completing your project

After purchasing the project, send requirements so Fatma can start the project.

Delivery time starts when Fatma receives requirements from you.

Fatma works on your project following the steps below.

Revisions may occur after the delivery date.

Receive and Review Source Dat

Client provides CSV, JSON, XML files or API details. I inspect structure, encoding, and completeness.

Extract Data from All Sources

I use modular Python functions to read and normalize data from each source, handling nested fields and missing values.

Review the work, release payment, and leave feedback to Fatma.