Open to opportunities

Joh Magok Kuerang

@philipmagok

Data governance and scenario analyst applying privacy-minded reasoning to AI training and contextual integrity evaluation.

Canada

Message

What I'm looking for

I’m seeking to apply analytical judgment and privacy-minded reasoning to AI training and contextual integrity evaluation—using structured scenario labeling, role-based visibility decisions, and audit-ready governance documentation.

I’m a detail-oriented Computer Science & Business student experienced in evaluating operational workflows and applying structured guidelines to determine appropriate data visibility. I focus on role-based confidentiality decisions, internal vs. external classification, and contextual integrity principles to keep decisions consistent and defensible.

In my CRM Workflow Analyst Intern role, I reviewed operational workflows in Slate CRM to decide which data attributes should be automated versus manually reviewed. I documented decision criteria for CRM automation rules, validated outputs with QA checks, and produced audit-ready documentation supporting governance reviews and staff training.

I also built SQL validation workflows with role-based access controls and migrated legacy datasets to cloud storage, resolving 15+ data-mapping issues while aligning with institutional compliance requirements. Through cybersecurity for seniors, I labeled scenario attributes for AI classifier training based on contextual risk norms, and I translate complex concepts into clear instructional guidance while delivering end-to-end project outcomes.

Experience

Work history, roles, and key accomplishments

Current

CRM Workflow Analyst Intern

Current

Trent International Project

May 2026 - Present (1 month)

Reviewed CRM workflows in Slate to decide which data attributes should be automated versus manually reviewed, applying role-based visibility principles. Produced audit-ready documentation and validated outputs with QA checks to support governance reviews and staff training.

Data Governance & QA

Project Lead & Microgrant Winner

Cybersecurity for Seniors Service Corps Canada

Sep 2025 - Jan 2026 (4 months)

Evaluated simulated phishing scenarios to train an AI classifier by labeling attributes as appropriate or not based on contextual risk norms. Led end-to-end project delivery, creating instructional content and managing budgets, milestones, and stakeholder reporting using structured guidelines.

Data Labeling Cybersecurity Education Project Management QA Guideline Adherence

Student Support Intern

Champlain College, Trent University

Jan 2024 - Jan 2026 (2 years)

Managed high-volume student and community communications across digital and in-person channels, applying judgment to determine appropriate information sharing with stakeholders. Maintained secure records in Microsoft 365 with daily adherence to privacy policies, role-based data access, and confidentiality principles.

Confidentiality Microsoft 365 Information Sharing Judgment

Data Integrity & Access Assistant

School of Education, Trent University

Oct 2024 - Apr 2025 (6 months)

Designed SQL validation workflows with role-based access controls to determine field visibility for different stakeholder groups while maintaining confidentiality standards. Migrated legacy datasets to cloud storage, resolving 15+ data-mapping issues and delivering compliance-aligned documentation.

SQL Role Based Access Control Data Validation Data Migration Confidentiality Cloud Storage Privacy & Compliance

Education

Degrees, certifications, and relevant coursework

Trent University

Bachelor of Science, Computer Science & Business Administration

Grade: GPA: 3.3+

Activities and societies: Honours: Impact Microgrant Winner (2025), Alena Heitlinger Leadership Scholarship (2025).

B.Sc. in Computer Science & Business Administration expected June 2027. Coursework includes business analytics, statistics, database systems, information systems, data-driven decision making, and privacy & ethics.