You will get Professional data cleaning and formating for Excel and CSV file with Python
Project details
I provide high-precision data cleaning services powered by Python and Pandas, moving beyond the limitations of manual Excel editing. With a background in mechanical manufacturing and technical troubleshooting, I apply an engineering mindset to every dataset ensuring that your information is not just "clean," but logically structured and 100% accurate.
What sets this project apart:
Automated Accuracy: I use custom Python scripts to handle deduplication and formatting, eliminating the human error common in manual entry.
Complex Logic: I can manage intricate tasks like filling missing postal codes based on city data or complex column merging that basic tools struggle with.
High Performance: Utilizing a professional ThinkPad T15 setup, I can efficiently process and standardize large datasets up to 50,000 rows.
Transparency: For advanced projects, I provide the original Python Source Code (.ipynb) so you can verify the logic and reuse the tool in the future.
What sets this project apart:
Automated Accuracy: I use custom Python scripts to handle deduplication and formatting, eliminating the human error common in manual entry.
Complex Logic: I can manage intricate tasks like filling missing postal codes based on city data or complex column merging that basic tools struggle with.
High Performance: Utilizing a professional ThinkPad T15 setup, I can efficiently process and standardize large datasets up to 50,000 rows.
Transparency: For advanced projects, I provide the original Python Source Code (.ipynb) so you can verify the logic and reuse the tool in the future.
Data Tool
pandasWhat's included
| Service Tiers |
Starter
$5
|
Standard
$15
|
Advanced
$30
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 1 | 2 | 5 |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$10 - $25Frequently asked questions
About Ayoub
Data & Analytics Engineer
Al Fqih Ben Calah, Morocco - 3:47 pm local time
I bring the precision of mechanical manufacturing engineering to data architecture. Instead of manually fixing messy spreadsheets, I build automated, containerized pipelines and dashboards that update themselves and never break.
If a data task takes more than 5 minutes of manual work, I automate it.
🛠️ Technical Stack
Languages & DBs: Python (Pandas), SQL (PostgreSQL, Snowflake)
Orchestration & DevOps: Apache Airflow, Docker, Docker Compose
Business Intelligence: Power BI, Tableau
🎯 What I Do
Automated ELT/ETL Pipelines: Extract raw data from APIs/CSVs, load it into data warehouses, and transform it natively.
Workflow Orchestration: Use Docker & Airflow to schedule and monitor workflows with zero manual intervention.
Data Modeling: Structure disorganized data into optimized Star/Snowflake schemas for a single source of truth.
BI Dashboards: Build production-grade Power BI and Tableau reports to track operational KPIs and strategic metrics.
Let’s turn your disorganized datasets into a fully automated, insights-driven asset. Click Message or Invite to Job to get started!
Steps for completing your project
After purchasing the project, send requirements so Ayoub can start the project.
Delivery time starts when Ayoub receives requirements from you.
Ayoub works on your project following the steps below.
Revisions may occur after the delivery date.
Data Assessment & Environment Setup
I review your dataset to identify inconsistencies and configure the Python/Pandas environment.
Automated Cleaning & Scripting
I develop and run custom Python scripts to handle deduplication, text fixing, and date standardization.