Hello, world - I'm
aspiring |
Hi again, I'mRaphaël.I describe myself as a Growing Engineer in Software.
Fun fact? I've always wanted to be a pilot! But somewhere along the way, I discovered programming and took a different flight path (pun intended).
A passion for both Maths and Computer Science led me to pursue my degree in AI/ML and Software Engineering.
Today, I've been fortunate enough to acquire several industry experience from Fortune 500 companies, where my greatest strengths have been integrating seemlessly to new company's culture, learning quickly, and great communication with my team. I've always had the chance to have a great team wherever I go :) and sometimes find it hard to leave.
Explore my website to learn more about my journey!
Feel free to reach out in the Contact section if you'd like to collaborate or leave a quick note.

Best skills in
About me
From pilot dreams to production pipelines.
A short story of how I got here — and where the curiosity is pointing next.

A little bit about me — beyond the terminal.
2020 · New Brunswick
Crossing an ocean with a notebook full of math
I landed in Canada about six years ago and enrolled in a new high school in New Brunswick. The math felt familiar — back home in Cameroon, Grade 11 had already taken us through topics that North American curricula reach in first-year university. The theory came easy; the language of computers did not.
I knew exactly zero code. My older brother sat me down one afternoon and walked me through a few pages of C: variables, loops, and finally arrays. Something clicked. I kept going on my own, and for the first time a textbook felt like a toy.
2021 · Ottawa
Python, in earnest
The family moved to Ottawa the following year, and I transferred into a more rigorous school. I doubled down on math — calculus, advanced functions, physics — and took my first formal computer-science course. The language was Python, and that was all I knew at that point. I was hooked anyway.
For the final term project I built something end-to-end, shipped it, and realized two things: I liked the feedback loop of software, and I wanted to do this for much more than a grade.

High school in Ottawa — somewhere between a math problem and a Python script.
2022 · Carleton
From hooked to hired
I went off to Carleton for Computer Science, AI/ML stream, with a minor in Maths & Stats. Freshman year turned into a chain reaction: Dean's List, Golden Key, a growing github, and the rush of finally having peers who also got excited about obscure algorithms.
The internships followed — Ford, Caterpillar, Elections Canada, TD — each one teaching me a different shape of real-world engineering: automation, DevOps, embedded systems, and production ML on real customer data.

COMP 2804 · discrete math office hours — working through problem sets with friends on a whiteboard.
Today
I live in Montréal, code in a few languages, think in French, English, and just-enough-Spanish, and spend the off-hours at a piano, on a bike, or on a tennis court I'm slowly losing to. On-keyboard I'm deep in LLM fine-tuning, RAG, and agentic systems — and always open to a good conversation.

TD Bank
Co-opData Scientist, AI2
Toronto, ON · 2025
- Built and evaluated machine-learning models on real customer data inside TD's secured analytics environment.
- Partnered with product and risk teams to turn raw banking signals into features, dashboards, and model-ready datasets.
- Contributed to production ML workflows — experimentation, validation, deployment — on an Agile data-science squad.

TD Bank
Co-opData Scientist, AI2
Toronto, ON · 2025
- Built and evaluated machine-learning models on real customer data inside TD's secured analytics environment.
- Partnered with product and risk teams to turn raw banking signals into features, dashboards, and model-ready datasets.
- Contributed to production ML workflows — experimentation, validation, deployment — on an Agile data-science squad.
T
Elections Canada
Part-timeJunior Data Scientist
Ottawa, ON · 2024
- Cleaned, joined, and analyzed large electoral datasets to support internal research projects.
- Produced exploratory analyses and visualizations that fed into operational and statistical reporting.
- Worked across Python and SQL pipelines to transform raw records into trustworthy, reproducible insights.
E
Elections Canada
Part-timeJunior Data Scientist
Ottawa, ON · 2024
- Cleaned, joined, and analyzed large electoral datasets to support internal research projects.
- Produced exploratory analyses and visualizations that fed into operational and statistical reporting.
- Worked across Python and SQL pipelines to transform raw records into trustworthy, reproducible insights.
Caterpillar
InternshipSoftware Designer
Montréal, QC · 2024
- Led the migration of CI/CD pipelines from Azure DevOps Server to GitHub Actions with a full migration plan for the company's GitHub Enterprise transition.
- Integrated the GitHub Actions Importer into existing workflows, reaching high translation accuracy across legacy pipelines.
- Contributed to embedded software for autonomous drilling systems using Linux, bash, and Docker inside a scaled-Agile team.
Caterpillar
InternshipSoftware Designer
Montréal, QC · 2024
- Led the migration of CI/CD pipelines from Azure DevOps Server to GitHub Actions with a full migration plan for the company's GitHub Enterprise transition.
- Integrated the GitHub Actions Importer into existing workflows, reaching high translation accuracy across legacy pipelines.
- Contributed to embedded software for autonomous drilling systems using Linux, bash, and Docker inside a scaled-Agile team.
CFord
Co-opTest Automation Engineer
Ottawa, ON · 2023
- Built an automation pipeline for logging into nodes, processing device data, and generating structured JSON — replacing hours of manual work.
- Mentored a new intern on the team's automation stack, debugging process, and lab setup.
- Worked hands-on with Sync Infotainment, Telematics hardware, and Arduino while setting up Fully Networked Vehicle (FNV) systems for testing.
FFord
Co-opTest Automation Engineer
Ottawa, ON · 2023
- Built an automation pipeline for logging into nodes, processing device data, and generating structured JSON — replacing hours of manual work.
- Mentored a new intern on the team's automation stack, debugging process, and lab setup.
- Worked hands-on with Sync Infotainment, Telematics hardware, and Arduino while setting up Fully Networked Vehicle (FNV) systems for testing.

McDonald's
Part-timeCrew Trainer
Ottawa, ON · 2022 – 2023
- Awarded Employee of the Month (July 2023) and promoted to Crew Trainer for consistent customer-service quality.
- Onboarded new crew members — teaching techniques and standards that kept the floor running during peak hours.
- Built the kind of fast, communicative teamwork that only a busy kitchen can teach you.

McDonald's
Part-timeCrew Trainer
Ottawa, ON · 2022 – 2023
- Awarded Employee of the Month (July 2023) and promoted to Crew Trainer for consistent customer-service quality.
- Onboarded new crew members — teaching techniques and standards that kept the floor running during peak hours.
- Built the kind of fast, communicative teamwork that only a busy kitchen can teach you.
M
What I've built
Projects
Drag the cards around — click one to read more.

Christmas Newsletter
A festive personal newsletter template with animated holiday elements, built and sent as a seasonal creative exercise.

Christmas Newsletter
A festive personal newsletter template with animated holiday elements, built and sent as a seasonal creative exercise.

Christmas Newsletter
A festive personal newsletter template with animated holiday elements, built and sent as a seasonal creative exercise.
connect
Hi there, I hope you found my website ui-friendly and engaging. I will be glad if you can leave a review as I am always looking to improve and enhance my website. Feel free to reach out whether it's about a role, a project, or just an interesting conversation.
Get in touch
direct · no spam
Open to opportunities across North America







