STATA - Labview -Matlab - Simulink -SPSS - Signal Processing
Description
I bring a wealth of expertise in data science, machine learning, MATLAB, Python, SAS, R, and more. With over four years of hands-on experience, I specialize in crafting custom predictive models, analyzing datasets for strategic decision-making, and mastering MATLAB for data analysis and modeling. Additionally, I excel in Python, SAS, and R programming languages, enabling me to tackle diverse analytical challenges with ease. My expertise extends to designing innovative neural networks for cutting-edge solutions and enhancing language comprehension through inventive NLP techniques. Whether you're a business looking to leverage data-driven insights or an individual seeking advanced AI solutions, I am here to help.
Let's collaborate on a journey to unlock the full potential of your projects and achieve exceptional results.
experienced in:
-control systems
-electrical drives
-power electronics
-PV systems and microgrids
-electric motors modelling
-electric circuits
-load flow analysis
-fault analysis
-data analysis
I care about :
-plotting
-avoid using additional libraries.
-using additional libraries like PowerGui if desirable.
I am an experienced engineer with years of experience in MATLAB and Simulink Programming. I offer my expert engineering solutions including various simulations related to Machine Learning, Deep learning, Prediction modeling, data analysis, controls systems, signals, mechanical design or evaluation, statistics, mathematics, image processing, optimization, numerical analysis, and in other fields.
I have extensive experience and expertise in MATLAB scripting and Simulink Modeling. I also have strong analytical and problem solving skills. I emphasize on quality, efficiency and reliability. I believe in clear and efficient communication and timely delivery of services.
GLM, GLS, ANOVA, MANOVA
Regression Models: MLR, GLM, GLMM, Logit and Probit
Weighted Regression
Multivariate regression analysis
Simple/Multiple linear regression model
Lasso and Ridge Regressions Models
Spline (Curve) Regression
Bayesian Regression
Panel data analysis
Factor analysis: EFA, CFA, SEM
Spatial correlation and regression
Model specification and Diagnostic Testing
Machine learning models: ANN,SVM, PCA, ICA,LDA
ANOVA, MANOVA
Time series analysis: ARIMA, ARCH, VAR, Stationary, Granger casualty, Econometrics Models.