نبذة عني
Seeking a Data Analyst position that would allow me to utilize my analytical and problem solving skills and allow me to develop my expertise further in the area.
الخبرة
Designed and developed business process to streamline documentation system
Provided consultation services to a client to help implement an information technology solution by understanding business requirements and developing proof of concept documentations
Developed UML, ERD and BPMN diagrams using Visio to visualize the to-be and as-is business processes of the information systems
Analyzed the clients current documentation system by understanding business processes and proposed a solution for a SQL database system for efficient data analysis
Artificial Intelligence in Business
Utilized Python and classification methods to predict whether a patient has heart disease
Developed 3+ neural networks and deep learning classifiers using tensorflow to train the data models to achieve optimal accuracy scores
Performed data exploration to understand raw data in Python by using the Pandas development library
Business Intelligence and Analytics
Utilized R to compare different machine learning classification techniques such as Ctree, J48, linear regression and kNN
Developed confusion matrices with team members to calculate measurements such as accuracy, error rate, f-1 score, recall and precision
Normalized and split given data sets to train and test different classification models