I will clean, preprocess, analyse, and visualize your data
About this Gig
Messy data? Low accuracy models? Im here to help!
I will transform your raw dataset into a clean, well-structured format ready for analysis or AI model training. My services include:
- Data cleaning & preprocessing (handle missing values, duplicates, outliers)
- Exploratory data analysis with clear visualizations
- Feature selection & engineering for better predictions
- Machine learning model building & evaluation
With Python, Pandas, NumPy, Scikit-learn, and Matplotlib, I deliver fast, accurate, and professional results tailored to your needs whether its a small CSV or a large dataset. Lets turn your data into valuable insights!
My Portfolio
FAQ
What do you need from me to get started?
Please provide your dataset (CSV, Excel, or other formats) and a brief description of your project goals — for example: type of analysis, target variable for modeling, desired visualizations, and the type of machine learning model you want (e.g., regression, classification, or any specific models )
What is the maximum dataset size you can work with?
For Basic, up to 20,000 rows. Standard, up to 50,000 rows. Premium, up to 100,000 rows. For larger datasets, please contact me before ordering.
Will you provide the source code?
Yes, I can deliver the complete Python code (Jupyter Notebook or .py file) upon request.
Which tools and libraries do you use?
I mainly use Python with Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, TensorFlow, PyTorch, depending on the project , and depending on what you want, we can also work with other tools or libraries to best fit your needs.
Can you work with sensitive or private data?
Absolutely — I treat all client data as strictly confidential and do not share it with third parties.
Will I receive a copy of the trained model after the work is completed?
Yes. After training, I will send you the complete trained model file (e.g., .pkl, .h5, or other formats) along with clear instructions on how to use it in your own projects.
Can you update or retrain the model later?
Yes. If you have new data or want to improve performance, I can update or retrain the model as a separate service (Or check the Extra GIG) . Please contact me for a custom offer.
What will I receive when the order is completed?
You will receive: The cleaned and preprocessed dataset The trained model file in the appropriate format (e.g., .pkl, .h5, .pth) A Jupyter Notebook (.ipynb) containing all the code for data processing, model training, and evaluation Usage guide to load and use the trained model

