IV Site Detection System: Automated Vein Recognition for Safer IV Insertion
Apr 8, 2026An end-to-end computer vision system designed to identify optimal IV sites and physically mark them using a coordinated software-hardware pipeline.
engineeringsoftwarecomputer-visionbiomedicalmachine-learningReaching 98% accuracy using machine learning to classify biomechanical gait segments
Mar 18, 2026Using temporal convolutional networks to segment gait cycles and extract clinically meaningful recovery metrics from wearable sensor data.
engineeringsoftwarebiomedicalextracurricullarmachine-learningprojectStrengthing the connection between patients and physiotherapists using a mobile application
Mar 18, 2026A McMaster Biomedical Engineering Technical Team (BMETT) project focused on building full-stack systems, ML pipelines, and firmware to enhance musculoskeletal rehabilitation.
engineeringsoftwarebiomedicalextracurricullarmobile-developmentBreaking into the city's live music scene
Mar 9, 2026Developing Corkboard with GDSC McMaster to scrape, aggregate, and discover local concerts across Hamilton.
softwareprojectopen-sourceEngineeringmusicLeading full-stack, machine learning, and firmware development
Mar 8, 2026Leading a team competing against 10 universities across Canada — building full-stack systems, ML pipelines, and firmware all at once.
engineeringsoftwarebiomedicalextracurricullarmachine-learningfirmwareCombining physics and machine learning to evaluate peptide stability
Feb 23, 2026A physics-informed framework for screening peptide candidates - my most interdisciplinary project to date.
engineeringmachine-learningbiomedicalsoftwareprojectParallelizing statistical methods on the GPU
Jan 15, 2026Building a Python package that moves statistical computations onto the GPU using openCL — and why.
softwareprojectpythongpuparallelizationMathematically modelling a genetic circuit to detect cancer
May 15, 2025Designing a synthetic gene circuit that detects cancer biomarkers in the form of a breathalyser.
biomedicalprojectsoftwareengineeringresearchcomputational biologyPredicting music ratings
Mar 27, 2025Born out of spite, AskJulian taught me to practically apply and deploy machine learning models in the real world.
softwareprojectengineeringmachine-learningmusicpersonalPredicting COVID-19 and wildfire outcomes with machine learning
Jan 26, 2025Competing at the Ontario Engineering Competition after winning 1st at McMaster — predicting pandemic and wildfire outcomes with ML.
machine-learningengineeringcompetitionsoftwareprojectFuelling productivity with 29,000+ monthly database reads
Oct 10, 2024DashTab grew to 29,000+ monthly database reads before I had to shut the servers down. Here is what I learned scaling a browser extension.
softwareprojectreactfirebasebrowser-extensionengineeringReinforcing mind-muscle connection with real-time rehabilitation support
Apr 30, 2024Presented at the 2024 iBiomed Showcase — a first-year team project that turned into something we were genuinely proud of.
biomedicalengineeringsoftwareproject💊 Pill Pal (IBEHS 1P10, DP3)
Mar 2, 2024A smart pill dispenser for nursing homes and hospitals
biomedicalengineeringsoftwareproject