Open to opportunities

Amna Kauser

@amnakauser

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Data Analyst focused on business analytics, machine learning, and end-to-end analytics projects.

Pakistan

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What I'm looking for

I’m looking for an analytics role where I can apply machine learning and statistical methods to business problems, build end-to-end data products, and grow with a team that values clear documentation and real-world impact.

I’m a Business Data Analytics student (6th Semester, COMSATS University Islamabad) with hands-on experience in Python, machine learning, and statistical data analysis. I apply supervised and unsupervised learning techniques—decision trees, SVM, ANN, ensemble methods, and clustering—to real-world business problems.

Through a 6-week data science internship and multiple end-to-end analytics projects, I deliver solutions with professional documentation, from predictive modeling (bank churn, email spam) to time-series forecasting (ARIMA) and financial risk analysis (CAPM & Beta regression). I enjoy building practical tools like a Streamlit chat interface and a real-time WhatsApp bot to turn insights into action.

Experience

Work history, roles, and key accomplishments

Data Science & Analytics Intern

Developers Hub Corporation

Mar 2026 - Apr 2026 (1 month)

Applied Python and machine learning algorithms (classification and clustering) to deliver multiple end-to-end analytics projects with professional documentation. Built projects including an agentic LangChain categorization system (SVM/Random Forest), a WhatsApp churn prediction bot (Logistic Regression, Twilio/ngrok), a spam classifier (Naive Bayes), and ARIMA time-series forecasting.