Portfolio

Educator,
Researcher &
Data Storyteller

Master's-level mathematician and teacher with a passion for data visualization, AI ethics, and making complex ideas accessible through thoughtful design.

View Projects Get in Touch
5+
Projects Completed
8+
Years Teaching
3
Graduate Degrees
Who I Am

Background & Skills

I'm Sajeela Luqman, a mathematics educator and MBAI graduate student at Ontario Tech University based in Toronto. My academic background spans pure and applied mathematics, and I'm currently building expertise at the intersection of AI, data visualization, and responsible technology.

My work explores how data can be turned into compelling stories — from redesigning 19th-century epidemiology maps to investigating how patients and clinicians build trust in AI-powered medical imaging.

I bring classroom experience from Kindergarten to university level, analytical rigor from years of mathematical research, and a drive to communicate findings in ways that genuinely matter.

Core Competencies
Data Visualization
AI Security & Ethics
Explainable AI (XAI)
Figma Prototyping
MS Office Suite
Scrollytelling
Academic Research
Mathematics (BSc–MPhil)
Curriculum Design
Public Speaking
Career

Work Experience

Sep 2024 – Present
Emergency Replacement Teacher
Toronto District School Board (TDSB)
Teaching Grades 9–12 across subjects; supporting special needs students in Math; coordinating quizzes and administrative work.
Nov 2021 – Present
Supply Teacher
Durham District School Board (DDSB)
Teaching K–12 across all grades; assisting LTO teachers with presentations, worksheets, and PowerPoint; supporting community members with computer software and daily agendas.
Jul 2021 – Dec 2021
Math Teacher
iCan Education Learning Centre, Ajax
Taught Math Grades 4–10; created daily report sheets; tutored students Grades 8–12.
2015 – 2019
Lecturer – Mathematics & Physics
Nusrat Jahan College, Pakistan
Taught advanced Math (Calculus, Vectors, Statistics, Geometry) to BS and Master level. Served as department coordinator handling data entry, examinations, and administration.
Selected Work

Projects

AI Security · Research Report
Trust in AI-Assisted Medical Imaging
A comprehensive report evaluating patient and clinician confidence in X-ray diagnostic models, exploring explainability (XAI), algorithmic bias, and the "black box" problem.
Explainable AI Healthcare Research MBAI 5500G
View Report
AI Security · Presentation
AI Security – Video Presentation
A recorded presentation summarizing the key findings from the AI-Assisted Medical Imaging report, covering trust barriers, XAI solutions, and policy recommendations.
Video AI Ethics Presentation
Watch Presentation
Visualization · Assignment 2
Redesign of John Snow's Cholera Map
Transformed a 19th-century static epidemiology map into an interactive Figma prototype with timeline sliders, heat maps, and a pump on/off feature showing how one intervention ended an epidemic.
Figma Interactive Design Data Viz Epidemiology
View Report Live Demo
Visualization · Assignment 1
Generation Gaps Caused by Technology
A scrollytelling storyboard contrasting childhood in 1996 vs 2026, using hand-drawn illustrations, research data, and Canva slides to explore the impact of screen time on children's health and development.
Scrollytelling Canva Child Development Data Story
View Storyboard
Programming · Assignment 1
Programming Project 1
An interactive programming assignment demonstrating applied web development and computational problem-solving skills.
HTML Programming Web
Open Project
Programming · Assignment 2
Programming Project 2
A second programming assignment building on foundational concepts with more complex interactive and computational elements.
HTML Programming Interactive
Open Project
Credentials

Education

Master of Philosophy in Mathematics
Applied Mathematics
University of Lahore, Pakistan
Completed 2019
Master of Science in Mathematics
Mathematics
University of the Punjab, Pakistan
Completed 2017
Bachelor of Science
Mathematics & Economics
University of the Punjab, Pakistan
Completed 2015

✓ Education equivalences verified by World Education Services (WES) — approved Master's degree equivalent in Canada. Currently enrolled in MBAI at Ontario Tech University.

Let's Connect

Get in Touch

Whether you're looking to collaborate on a research project, discuss AI in education, or explore data storytelling together — I'd love to hear from you.

Sajeela.jameel123@gmail.com 647-512-2218 GitHub