You will get an annotated, cleaned, and prepossessed dataset for your machine learning
Project details
I can help you transform your dataset into a clean, well-structured, and reliable resource for AI and data science projects.
With experience in data annotation, preprocessing, and feature engineering, I will ensure your dataset is accurate, consistent, and ready for predictive modeling, research, or business analysis.
🔹 What I will do for you:
Data annotation & labeling (text, images, tabular data)
Data cleaning (remove duplicates, handle missing values, fix formatting issues)
Preprocessing (scaling, encoding, feature transformation, log-transformations)
Feature engineering to improve model performance
Deliverable: final clean dataset in your preferred format (CSV, Excel, JSON, or Python Notebook)
🔹 Why choose me:
Master’s student specializing in Applied Artificial Intelligence
Hands-on project experience (chatbot development, predictive ML pipelines, published research)
Strong background in both academic research and practical AI/ML applications
Reliable communication and clear documentation
With experience in data annotation, preprocessing, and feature engineering, I will ensure your dataset is accurate, consistent, and ready for predictive modeling, research, or business analysis.
🔹 What I will do for you:
Data annotation & labeling (text, images, tabular data)
Data cleaning (remove duplicates, handle missing values, fix formatting issues)
Preprocessing (scaling, encoding, feature transformation, log-transformations)
Feature engineering to improve model performance
Deliverable: final clean dataset in your preferred format (CSV, Excel, JSON, or Python Notebook)
🔹 Why choose me:
Master’s student specializing in Applied Artificial Intelligence
Hands-on project experience (chatbot development, predictive ML pipelines, published research)
Strong background in both academic research and practical AI/ML applications
Reliable communication and clear documentation
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
About Estabrag
AI & Machine Learning Specialist | Research, Data Annotation
Riyadh, Saudi Arabia - 2:20 pm local time
Core skills:
1. Data cleaning, preprocessing, and annotation (text, images, tabular data)
2. Machine learning model training, testing, and optimization (scikit-learn, TensorFlow)
3. AI chatbot development with GPT, LangChain, and FAISS
4. Research assistance, systematic literature reviews, and LaTeX/academic formatting
Why me:
1. Master’s degree in Applied Artificial Intelligence (4.0/4 GPA, top of my class)
2. Teaching Assistant experience in data engineering & ML courses
3. Published research in AI/ML (IEEE, Springer)
4. Professional, reliable, and committed to delivering results on time
Call to action:
Let’s discuss your project — I’ll make sure your data and AI workflows are clean, accurate, and impactful.
Steps for completing your project
After purchasing the project, send requirements so Estabrag can start the project.
Delivery time starts when Estabrag receives requirements from you.
Estabrag works on your project following the steps below.
Revisions may occur after the delivery date.
Review Requirements & Dataset
I will carefully review your dataset and requirements to understand your goals and the scope of preprocessing or annotation needed.
Data Cleaning & Reprocessing
I will clean the dataset by handling missing values, removing duplicates, and fixing formatting issues. I will also preprocess features (scaling, encoding, transformations) as required.