applied machine learning
Liver Carcinoma Analysis
r, bioinformatics, statistical analysis
Analyzed TCGA mutation, clinical and RNA-sequencing data to investigate patient clusters, differential expression, biological pathways and survival in liver carcinoma.
Sustainabite
python, machine learning
Neural network built for promoting sustainability in the kitchen by suggesting recipes based on parameters. Trained on a data base of half a million recipes.
algorithmic systems
Reaction Diffusion
python, algorithm design
Created a reaction diffusion simulation off of the Gray-Scott model, involving various biological phenomena from melanoma growth to melanocyte development.
DNA Processing
python, algorithm design
Developed a DNA sequence processing program to analyze and manipulate genetic data, demonstrating foundational skills with data handling and patterns.
Graph Operations
java, algorithm design
Implemented graph data structures using Adjacency Lists & Matrices, supporting operations like vertex/edge management, shortest paths, and path cost calculations.
Wikipedia Program
java, algorithm design
Built a concurrency-safe Wikipedia mediator service with a custom cache and time-based eviction, integrated with the JWiki API and validated through tests.
interface & experience design
Sparkle Schemer
react, typescript, vite
A visual bedazzling planner for designing rhinestone patterns with customizable grids, click-and-drag editing, live color counts and SVG export.
Portfolio Website
html, css, javascript, figma
Designing and implementing a visually appealing website to showcase projects, skills, personal interests and achievements in an interactive and iterative format.
ClosetCrush
html, css, javascript, figma
All in one wishlist closet tool, allowing for users to upload their wishlist items to mix and match. Allows for conscious shopping in a fun and girly, interactive way.
events coordination & marketing
Gene & Tonic
event leadership, creative direction
Independently developed and delivered BMEG's first department formal, managing a $16,000 budget, full-scale operations and a multi-stage publicity campaign.
Tequilab
event coordination, marketing
Led creative direction and most marketing for a disco-themed engineering party, including menus, cocktails, decorations and a Black Fly beverage sponsorship.
Threeway Showdown
event coordination, marketing
Coordinated permits, themed operations and a six-post creative campaign for the year's busiest engineering party, welcoming approximately 180 attendees.
HEIST
event operations, collaboration
Organized volunteers, stations, materials and day-of logistics for an annual three-department scavenger hunt with approximately 200 participants.
engineering design & development
GlideFlex System
assistive design, cad, prototyping
Designed an assistive self-feeding system for children with cerebral palsy using a sliding armrest, adaptive utensil and elevated plate platform.
Buzzy Buddy Band
product design, hardware
A wearable medication adherence tool for diabetic children. Design process focused on the end user, integrating a heart rate sensor, LCD screen and vibrational motor.
StabiliKnee by KneeProtekt
matlab, media pose, product design
Applied machine vision techniques to analyze jumping mechanics within the knee, employing image processing and data analysis to provide insights on injury.
Bike Lane Proposal
product pitching, management
Researched and proposed a theoretical bike lane for the City of Vancouver in a formal presentation format, involving logistics - traffic, economical impact and costs.
Cardboard Chair
product design
Designed and constructed a functional, load-bearing cardboard chair, delivering a final project that met all structural requirements. A classic year 1 engineering project.
Steadyslice
product pitching, marketing
Collaborated on the design of a kitchen knife assistive device, a functional and ergonomic product. Created marketing materials and delivered presentations.