I offer to supply the complete data analysis process starting from wrangling and cleaning the data, going through EDA and drawing insights that answers the customers most important questions to benefit their business, and finally preforming inferential and predictive analysis and modeling using high end machine learning and deep learning modeling algorithms.
I am versed in:
1- Object Oriented Programming
2- Design Patterns, Architectures and Restful APIs
3- ETL, Data Analysis, Dashboarding and Reporting
4- Statistics and Probability
5- Hypothesis testing and A/B testing
6- Machine learning algorithms and techniques:
i- Regression (Linear and Polynomial)
ii- Decision Trees and Random Forest
iii- SVM
iv- K-NN
v- Apriori
vi- Model Selection and Feature Engineering
7- Deep learning algorithms and applications:
i- Computer Vision (CNN, YOLO, RCNN)
ii- Natural Language Processing (LSTM, Attention Models)
Languages I used:
i- C++
ii- Python
iii- JS
iv- Java
v- SQL
Tools I use:
i- Visual Studio and VSCode
ii- Microsoft Excel
iii- Tableu
iv- Spyder