My services include:

• Data analysis and reporting

• Machine learning model development

• Predictive analytics

• Data cleaning and preparation

• Interactive dashboards and visualizations

As a freelancer, I’m flexible, however I have experience mainly with:

• E-commerce

• E-Learning

• Travel & Hospitality

• Healthcare

• Small and medium businesses

Definitely. If you’re unsure, we can start with a short consultation where I help identify opportunities and suggest the best approach.

No technical background is required. I specialize in explaining complex data science concepts in simple terms, so you can focus on making informed business decisions.

The required data depends on the project, but typically:

• Sales or transaction data

• Customer data

• Website/app analytics

• Operational or business process data

If your data is messy or incomplete, I can help clean and organize it.

Absolutely. I take data privacy seriously and can sign a non-disclosure agreement (NDA) if required. Your data is handled securely and never shared.

Each project usually follows these steps:

1. Understanding your goals and challenges

2. Exploring and preparing your data

3. Building analysis or machine learning models

4. Presenting results with clear insights

5. Delivering final outputs and recommendations

Yes. Data cleaning and preprocessing are core parts of my services. I can transform messy, unstructured data into a usable format and recommend better data collection practices.

Data analytics helps you:

• Identify trends and patterns

• Understand customer behavior

• Improve operational efficiency

• Increase revenue through data-driven decisions

Even small datasets can reveal valuable insights when analyzed correctly.

It depends on complexity:

• Small analysis: 2–5 days

• Medium projects: 1–3 weeks

I use mainly Python programming language and tools provided by Amazon Web Services.

Pricing varies based on the complexity and requirements of your project. I offer:

• Fixed-price data science projects

• Hourly consulting

• Milestone-based pricing

Contact me for a custom quote tailored to your needs.

I aim for high-quality, reliable models, but:

• Results depend on data quality

• Machine learning involves probabilities, not certainty

• Quality of predictive model can be verified on test data sample, which is why we know if model is acceptable or not. But, if data quality or data structure changes over time, the predictive model can be less accurate and will need re-training.

• Share your problem or idea

• Provide sample data (if available)

• I’ll suggest an approach and quote

You can reach me anytime via my contact page.

Yes. I can provide continued support after project delivery, including updates, improvements, and maintenance.

Feel free to reach out—I'm always happy to discuss your project and explore how data can support your goals.