Works

Featured Projects
Things I've built.
Acrylic Robotics: Artwork Complexity Scoring
Designed and built an original machine learning system that scores finished artwork across multiple independent complexity dimensions, enabling more accurate cost and lead-time estimates for the business team.
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Acrylic Robotics: Production Planning Platform
Rebuilt the company's internal production planning platform end-to-end, covering order intake, the production/fulfillment pipeline, scheduling, inventory, and client management, now used daily by every team in the company.
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Myriad
A custom-trained machine learning model that matches and harmonizes cross-study data reported under mismatched schemas, making disparate datasets comparable and analyzable together.
More detailsPower Monitoring Device
Built a Raspberry Pi-based system for real-time energy tracking in healthcare clinics across Sub-Saharan Africa, helping clinics monitor power reliability and usage.
More detailsCNL x UWO Case Competition

Articles
A few of my favourite writeups.
AI/MLThe Math Behind Naïve Bayes Algorithm
A friendly walk through Bayes' theorem and how it powers real-world classifiers.
Read on Medium
geneticsUnderstanding the Chemistry Behind CRISPR-Cas9
Breaking down the molecular machinery that lets scientists edit DNA with precision.
Read on Medium
physicsThe Basics of Gravitational Wave Detectors
How LIGO-style detectors catch ripples in spacetime from colliding black holes.
Read on Medium
geneticsUsing Gene Editing and iPSCs to Develop Personalized Treatments for Diabetic Retinopathy
Read on Medium
Mind Over Matter: Exploring the Use of Gene Editing in Brain Disease Treatment
Read on Medium
geneticsCOVID-19 Vaccine: A Plasmid Production
Read on Medium
genetics