Credit Fraud Simulator
Full-stack ML web app for credit card fraud detection. Fill out a transaction form, tweak the variables, and see if it's flagged as fraud — switch between logistic regression and decision tree models in real time.
AI systems, automation flows, data insights — whatever it takes to make things move.
Currently at Mindfield Consulting, building internal AI tools and coordinating Moodle development projects. Recently completed a Graduate Certificate in Business Analytics at Seneca Polytechnic.
Every project I take on is some combination of these. Lately I've been deep in Claude Code and AI automation — shipping agentic workflows that actually earn their keep.
Building agents, pipelines, and flows that eliminate manual work and scale decision-making. From prompt engineering to full agentic systems.
Digging into data to find what's actually going on — statistical analysis, modeling, and clear dashboards. I care more about the question than the chart.
Coordinating people, tools, and processes to ship things that work in production — not just in a demo. Scoping, sequencing, and making sure the hand-offs don't drop.
Selected work from Mindfield, Seneca, and a few side projects — flagship systems, capstones, and experiments. Happy to walk through any of them.
Full-stack ML web app for credit card fraud detection. Fill out a transaction form, tweak the variables, and see if it's flagged as fraud — switch between logistic regression and decision tree models in real time.
Claude-powered chat widget built into this portfolio. Ask it anything about my background, projects, or availability — it streams answers in real time.
Point your phone at any storefront — instantly see its Google Maps rating, photos, and reviews. We won Grand Prize at ConUHacks VII.
Power Automate flow that processes Outlook exports and auto-sorts contacts by their highest category. Replaced a manual process entirely.
Power BI dashboard visualizing yearly survey results from Siemens engineers — gave leadership a clear view of sentiment and trends.
Side projects, notebooks, scrappy automations. Not polished — but honest.
I'm Samuel — the kind of person who, when handed a broken process, immediately starts thinking about how to fix it for good.
That instinct took me from a B.Sc. in Computer Science at Concordia to contracting as a Technical Project Coordinator at Mindfield Consulting — building AI tools, coordinating dev projects, and bridging the gap between clients and engineers.
Along the way I finished a Graduate Certificate in Business Analytics at Seneca (ML, Power BI, data analysis — 4.0 GPA), because understanding the data behind the systems makes me better at building them.
Outside of work I'm a POV food and travel content creator, over 3M combined views, a regular church drummer, and a former Air Cadet who earned a pilot scholarship and private pilot license. I love learning new skills.
Download RésuméReceived.
I'll be in touch — usually within a day.