Summary

FAQs

• What kind of data can you work with?

  I can analyze structured data from spreadsheets, databases, APIs, or cloud storage. If you have unstructured data (e.g., text, logs), let’s discuss how we can process and extract insights from it.

• What tools and technologies do you use?

  I primarily use Python (Pandas, NumPy, Scikit-Learn, Matplotlib, Plotly, Dash) for data processing and visualization, along with SQL for database queries. I can also work with Excel and integrate results into dashboards or reports.

• How do you ensure data accuracy and reliability?

  I follow best practices in data cleaning, validation, and statistical analysis. I also communicate any limitations or assumptions in the data to ensure transparency.

• What if my data is sensitive or confidential?

  I take data privacy seriously and can sign an NDA if needed. I follow best practices to ensure your data is handled securely.