- Calculators created
- 6
- Calculators reviewed
- 13
Ashna Bashir is an AI/ML engineer and data analyst. She works in Python, SQL and C++ and turns raw, messy data into analysis and machine learning models.
Areas of expertise
- Data wrangling with Pandas and NumPy
- Dashboards in Power BI and Excel
- Data visualisation with Seaborn and Matplotlib
- Machine learning with Scikit-learn
- Regression, hypothesis testing and predictive analytics
Professional background
Ashna builds end-to-end data workflows. She starts with wrangling raw data in Pandas and NumPy, analyses it with SQL and statistics, and presents the findings as dashboards in Power BI and Excel and as charts in Seaborn and Matplotlib.
Her machine learning work uses Scikit-learn and rests on regression, hypothesis testing and predictive analytics. She aims for models that can be interpreted and relied on, rather than judged on accuracy alone.
Her foundation is in programming (Python, SQL, C++), statistics and advanced mathematics, including calculus and linear algebra. She is extending it into deep learning, NLP, LLMs, model deployment and MLOps.
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