Co-op Candidate - IT Budget & Data Analysis

Johnathan Duque

647-***-**** ****************@*****.***

Education

Toronto Metropolitan University Toronto, ON

Bachelor of Science in Computer Science September 2023 – present Experience

Sales Associate February 2023 – Present

Lego Vaughan, ON

• Resolved customer inquiries by analyzing needs and explaining product specifications clearly to audiences.

• Maintained security protocols including PCI compliance for payment processing and loss prevention procedures.

• Rapidly learned new retail technology platforms and trained peers on system updates and best practices.

• Communicated clearly with team members about inventory, issues, and customer needs and collaborated with cross-functional teams.

TMU CS Collab September 2023 – Present

Toronto Metropolitan University Toronto, ON

• Worked with other Computer Science students in problem-solving and combining ideas on technical problems.

• Worked on projects with a strict deadline that dealt with collaboration and teamwork. Projects

Sentiment and Bias Analysis of Cyber Threat Media Python, Pandas, NumPY, Matplotlib, NLTK

• Built an end-to-end NLP pipeline in Python to analyze sentiment and detect bias in cybersecurity threat intelligence reports from government agencies, security vendors, media outlets, and independent researchers.

• Developed custom bias detection algorithms identifying commercial, political, and geopolitical motivations in threat reports through keyword lexicon matching and contextual sentence-level analysis.

• Analyzed how identical cybersecurity incidents are framed differently across government, vendor, media, and research sources to identify hidden commercial and political agendas.

• Processed and normalized multilingual threat intelligence content including foreign-language reports, with automatic language detection and translation for cross-cultural comparative analysis. Retail Banking System PHP, MySQL, HTML/CSS, Unix Bash

• Worked in a group of 3 people.

• Designed and implemented a full-stack banking database system with 7 normalized tables managing customers, accounts, loans, cards, and branch operations.

• Developed 15+ SQL queries including complex JOINs, CTEs, window functions, and aggregate functions for business intelligence reporting.

• Built Java backend with JDBC connectivity and PHP web application featuring complete CRUD functionality.

• Applied database normalization techniques, verifying 3NF/BCNF compliance and documenting functional dependencies.

• Created reusable database views for KPI calculations including branch summaries and customer portfolio analytics.

Certifications

eJPT Certification — INE Security

Technical Skills

Languages: Java, Python, C/C++, SQL (Oracle and MYSQL), JavaScript, HTML/CSS, PHP Frameworks: React, Node.js, Flask, JUnit, WordPress, Material-UI, FastAPI Developer Tools: VS Code, PyCharm, IntelliJ, Jupyter Notebook, Oracle Sql Microsoft Tools: Office 365, Power BI, SharePoint, Teams, Excel (Advanced), PowerQuery, Excel, Word, Powerpoint