04Experience

Experience

Work across enterprise software, applied machine learning, quantitative finance, research, teaching, and technical leadership. Each record separates verified outcomes from context and avoids implying public access to private employer work.

10 roles

Current role

Northstar Downhole Specialists

Software Engineering Intern

Building secure enterprise backend and applied-ML workflows across OdooRedo, data migration, AWS infrastructure, CI, and end-to-end verification.

Jun 2026 – PresentCalgary, Alberta, Canada

1,286 PostgreSQL-backed tests
13 Playwright end-to-end tests
9-job CI pipeline

Python 3.13
Django 5.2
PostgreSQL 17
pytest
Playwright

Conceptual editorial scene of a Northstar-branded service rig in a blue-hour mountain valley.

Concept visual

Feb 2026 – Present
UTEFA
Portfolio Manager
Leading portfolio research and risk-aware modeling across factor analysis, portfolio construction, stress testing, and transaction-cost-aware evaluation.
- Portfolio research leadership
- Promoted from Sales & Trading Analyst
- VaR, stress testing, efficient frontier
Sep 2025 – Apr 2026
UTEFA
Sales & Trading Analyst
Built a 22-factor XGBoost research model and developed market, fixed-income, options, optimization, and transaction-cost analysis through UTEFA.
- 22-factor XGBoost model
- 50-participant competition
Sep 2025 – Aug 2026Toronto, Ontario, Canada
UTMIST / Flybits
Machine Learning Engineer
Developed privacy-preserving customer archetypes from more than 100,000 synthetic personas for a personalized digital-credit-offer prototype.
- 100,000+ synthetic personas
- 5+ discovered archetypes
- 6-person team
May 2025 – Sep 2025Kingston, Ontario, Canada
Royal Military College
Machine Learning Researcher
Developed and compared PyTorch CNNs for five-class RF-signal classification on approximately 150,000 samples, including noisy-condition and embedded tests.
- 5+ CNN architectures
- 150,000 samples / 5 classes
- ≈90% unseen-data accuracy

Earlier experience

Sep 2023 – Jul 2025Kingston, Ontario, Canada
Independent
SAT & University Admissions Advisor
Delivered individualized SAT tutoring and created tailored study, interview-preparation, and university-application resources.
Sep 2023 – Jul 2024Kingston, Ontario, Canada
BGC Canada
Robotics Intern
Supported youth robotics and STEM programming, created more than five coding and simulation guides, and helped deliver technical demonstrations.
- 5+ coding and simulation guides
Jul 2023 – Jul 2024Kingston, Ontario, Canada
City of Kingston
Lifeguard & Swim Instructor
Delivered weekly swim instruction while supporting swimmer safety, pool operations, and emergency-response readiness.
Dec 2023 – Apr 2024Kingston, Ontario, Canada
Queen's Satellite Program
Student high-altitude-balloon payload contributor
Contributed to a student high-altitude-balloon payload integrating five instruments, data logging, structural work, testing, and assembly.
- 5 integrated instruments
Jun 2023 – Sep 2023Kingston, Ontario, Canada
McDonald Institute
McDonald Institute Summer Science Student
Used Python for galaxy modeling while exploring particle physics, dark matter, optics, chemistry, the brachistochrone problem, and binary circuits.