As a data analyst/scientist and statistician with 8 years of experience, I specialize in statistical analysis and machine learning. Using tools such as R, SQL, Python, Power BI, Stata, SPSS, and AMOS, I deliver high-quality and timely results to my clients.
My areas of expertise include:
✔ Cause and effect analysis: I have experience in identifying the underlying causes of business problems and developing solutions.
✔Trading strategy development: I have expertise in developing quantitative trading strategies for equities, options, futures, and currencies using statistical analysis and machine learning methods.
✔ Cross-sectional data modeling: I am skilled in analyzing linear, logistics, CFA, EFA, Structural Equation Modeling, and Multilevel mixed effect analysis to provide valuable insights.
✔Time series data modeling: I am proficient in using ARIMA, VAR, EC, ARDL, ARCH, and GARCH models to predict future trends and behavior patterns based on historical data.
✔ Panel data modeling: My expertise in Short panel, statistic, dynamic, ARDL, system, and Structural Equation Modeling analysis helps clients gain insights from longitudinal data sets.
✔ Machine Learning classification and prediction: I am skilled in XGBoost, GBoost, RF, Logistics, CatBoost, and SVM analysis to build predictive models that improve business performance.
As a data analyst/scientist and statistician, I am committed to providing customized solutions tailored to the specific needs of my clients. I take pride in delivering quality work within tight deadlines, ensuring that my clients receive the best value for their investment. Contact me today to discuss your data analysis, machine learning, cause and effect analysis, or trading strategy development needs.