- Will work on site reliability for PointClickCare’s cloud health-record platform, the leading platform for long-term and post-acute care across North America.
- Will troubleshoot incidents that affect the platform’s availability and trace them to their root causes.
- Will automate manual processes and streamline workflows to cut operational toil.
- Will work with software engineering, SRE, architecture and SaaS operations teams on Azure, Kubernetes and CI/CD.
| Commit | Deployment | Date | |
|---|---|---|---|
| 3f9a1c2 | bonbon/front-end-intern | 2024-05 | |
| a71e0d4 | medicine/ml-research-eng | 2026-01 | |
| c4b28e9 | adaptron/ai-research-eng | 2026-05 | |
| e81f5b7 | pointclickcare/process-eng | queued |
Alex Gaffen
CS @ McMaster UniversityAI Research Engineer @ Adaptron Inc
Experience
Work & Education

- Researching and developing an interpretable cognitive architecture in Python for autonomous robot control, world models, and combining supervised and unsupervised learning.
- Building modular, tested components in a Git-based, multi-contributor codebase through code reviews and planning.
- Now building the attention and proprioception systems, weighting signals by where on the body they originate to avoid combinatorial overload as sensor inputs grow.
- First author on a manuscript in preparation for an AI clinical tool: a patch-based medical imaging pipeline with VGG16 feature extraction and FCM clustering that quantifies and stages liver fibrosis.
- Engineered a rate-of-change descent thresholding algorithm with automated brightness normalization, halving the margin of error on fibrosis quantification, plus a human-in-the-loop editor for pathologists.
- Met the pathologists who use the tool in their lab, gathered feedback and shipped their changes.

- Collaborated with a cross-functional team to build and deploy web components in Svelte, reporting to the CTO.

- 4th year. Dean’s Honour List (2023).
- Violinist in the McMaster Symphony Orchestra (Sept 2022 – Apr 2026): four-year member with Level 10 RCM Violin, and mentor to students at OrKidstra.
Projects
Selected Work
01Full-stack investing practice site: Google auth, live stock data, and a C++ analysis service for trading signals.
Read the build →
02Pickup games, study sessions and jam nights near you, on one map. Show up for something, leave with a crew.
rallynow.ca ↗Patch-based imaging pipeline that quantifies and stages liver fibrosis, with a human-in-the-loop editor for pathologists. Manuscript in preparation.

Hey! I’m a 4th year CS student at McMaster, obsessed with engineering problems that don’t have clean answers, in the overlap of medical AI, robotics and systems security.
I like understanding how things work deeply, optimizing them with creative solutions, and figuring out how they break. Right now that means interpretable cognitive architectures for robots at Adaptron, after building biomedical ML for liver fibrosis staging.
Away from the keyboard: soccer, novels, violin in the McMaster Symphony Orchestra, and hunting for new music genres.
Honours & Awards
Recognition
Undergraduate Summer Internship Award (Offer)
To research AI in cybersecurity under Prof. N. Boulahia-Cuppens.
Award of Excellence
Dean’s Honour List
Coursework
Top Marks
Technical Skills
Toolkit
- Adaptron
- Dept. of Medicine
- Dept. of Medicine
- Adaptron
- Dept. of Medicine
- Mock Market
- Bonbon
- Mock Market
- Coursework
- Mock Market
- Adaptron
- Bonbon
Photography
Through My Lens

