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About me
Hello!
I am a Senior Technical Business Analyst with 10 years of experience in delivering data-driven business insights, specializing in the development of AI-powered solutions. Since January 2024, I have served as a Senior Technical Business Analyst at WebSan Solutions Inc., a multi-award-winning Microsoft GOLD Dynamics Certified Partner. In this role, I haven overseen the development of AI models in the cloud, including forecasting applications and business process automation solutions. I coordinate and participate in tasks through out all the phases of the software development cycle, ensuring that our solutions meet client requirements.
Throughout my career, I have consistently applied my quantitative skills to drive better business outcomes. My academic foundation includes a Master’s in Public Administration, where I developed a random-effects pooled-time series model to analyze income distribution in the U.S. using the Gini Index—a project that futher sparked my passion for quantitative analysis and econometrics. Building on this foundation, I graduated with high honors from the Business Analytics & Insights Graduate Certificate program at Centennial College in 2022, expanding my proficiency in statistics and big data analysis techniques.
Most recently, I completed a Data Science Certificate from the University of Toronto, where I expanded my expertise in machine learning, cloud computing, and data manipulation. I gained hands-on experience with DataBricks, Apache, and Azure, applying these tools in real-world projects to design and implement AI-driven solutions. Additionally, I am currently enrolled in the Data Organization for Data Analysts course at Toronto Metropolitan University, further refining my skills in data structures and analysis.
Prior to my promotion to Senior Technical Business Analyst, I worked as a Junior Technical Business Analyst at WebSan Solutions Inc. from October 2022 to December 2023. In this role, I bridged business needs with technical solutions, managing the deployment of functionalities and ensuring process and process integrity across the software development lifecycle.
If you would like to discuss my qualifications further or learn more about my experiences, feel free to reach out via emailor connect with me on LinkedIn. I’m always happy to connect and explore new opportunities, collaborations, and discussions.
Check out my Plum profile here !
Highlights
Data Science & Business Analytics Highlights
Data Organization for Data Analysts
Toronto Metropolitan University - Course
Extract data from data and document-centric databases (for example, XMLs and JSONs) using XPATH and XQuery expressions.
Index, search and retrieve information from large collection of unstructured documents using statistical approaches.
Use data mining techniques, such as association rules, sequential patterns, and classification trees for big data analyses.
Jan 2025 - Apr 2025
Data Science
University of Toronto - Certificate
Apply data management systems and technologies that reflect concern for security and privacy.
Adopt techniques and technologies including data mining, neural network mapping and machine learning.
Represent big data findings visually to aid decision-makers.
January 2024 - December 2024
Sr. Technical Business Analyst
WebSan Solutions Inc. - Toronto, ON
Wrote design documentation for various business solutions, including AI-powered forecasting applications.
Delivered templated guidelines for the implementation of AI models hosted on Microsoft Azure.
Managed the development of code for AI solutions, performed code reviews, and QA testing.
January 2024 - Present
Jr. Technical Business Analyst
WebSan Solutions Inc. - Toronto, ON
Managed functionality deployment and actively participated across the various phases of the solution development cycle.
Obtained customer requirements for customizations and retrieved information from structured relational databases (MS SQL) to enhance customer support.
Conducted quality assurance testing and worked with QA and Development teams to validate functionality meets clients’ requirements.
October 2022 - Present
Business Analytics & Insights - Canadian Context
Centennial College - Graduate Certificate
Developed excellent problem-solving, communication, and analytical skills.
Effectively implemented machine-learning models, such as Decision Trees, Regression Analysis, and Neural Networks.
Completed comprehensive projects on MySQL, Python, SAS, and R.
May 2021- August 2022
Dynamics 365 Business Central Functional Consultant Associate Certification
Microsoft
Click here to verify.
July 2023
Finance
Bachelor of Science
GPA 3.57
Minnesota State University - United States.
May 2012
Analytics Projects
Business Analytics Capstone I - Python
Analysis of Non-Payment Probability Among Canadian Households
Based on Statistics Canada data, big data tools were implemented to predict if a household would skip or delay a payment.
Go to my GitHub to download the full project here.
Aug 2022
Business Analytics Capstone II - SAS
An Analysis of a Company's Ideal Customer
A series of regressions, decision trees, and neural networks were implemented to find a supermarket's ideal customer.
Download the project report here.
Jul 2022
Term Project - MySQL
A Study of a Company's Sales Trends
Analyzed the sales trend of a scooter company. MySQL functions, triggers, and stored procedures were implemented.
Go to my GitHub to download the full project here.
Apr 2022
Master Thesis
United States Income Distribution
A pooled time-series data model was used to analyze the distribution of income in the United States.
Download an excerpt of the thesis here.
Apr 2014
Contact
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