Jonathan

Jonathan

Data Analyst
Canada

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

Capstone Project
Mar 2023

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

Heart Disease Classifications using Deep Neural Networks
Mar 2023

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

Comparing Machine Learning Classification Techniques
Dec 2021

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

المهارات

مايكروسوفت إكسل بايثون (لغة برمجة) قاعدة بيانات SQL مايكروسوفت بوربوينت مايكروسوفت وورد SQL Java Windows Mac Unix Visio Wireshark JIRA Confluence Cyber Security TensorFlow Pandas
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