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Умения
Опит
Research Project – Time Series Forecasting of Sugarcane Production
2025-07 -
Conducted a time‑series forecasting study on sugarcane production using ARIMA and exponential smoothing models, identifying ARIMA(2,1,2) as the best fit with low MAPE and RMSE. Developed ten‑year forecasts with confidence intervals to support agricultural planning. Implemented artificial neural networks (RNN, CNN) to compare forecasting accuracy, demonstrating superior performance over traditional time‑series methods. Utilized Python, R, and MATLAB for model development and result visualization.
Tutor – Academic Tutor of Statistics and Research Projects
2024-07 -
Provided one‑on‑one tutoring in statistics, research methodology, and data analysis techniques to university students. Assisted learners in applying statistical software such as SPSS, R, and Stata for hypothesis testing and regression analysis. Designed custom teaching materials and practical exercises to reinforce concepts. Received positive feedback for improving students' academic performance and confidence in quantitative research.
Образование
Bachelor of Statistics, University of Sargodha
Езици
English
fluent
Последна актуализация: преди 3 часа