Welcome!
Creating new instance...Initializing components...
~/
Save As:
SHEREEN
Tags:
Mechanical Engineering at UBC
Where:
About
I work on engineering projects that combine infrastructure, mechanical systems, and data.


Hi, I'm Shereen! With a background in mechanical engineering from UBC, I work at the intersection of large-scale infrastructure and data. I aim to help engineering and construction teams make better decisions by building the tools, models, and workflows they need to move complex projects forward.

My background spans EPCM project delivery, construction program management, and quantitative analysis. I've worked on active construction programs worth over $800M, built forecasting and simulation tools for ports and bulk material terminals across North America, and published technical research reaching 40,000+ engineers and geoscientists quarterly.

Projects
I build projects that combine engineering and user-centred product thinking.

I’m usually trying to make something complex simpler, whether that's through better tooling, clearer data, or more intuitive interfaces.


01
Browser-Native Eye Strain Intervention
A Chrome extension detecting eye fatigue in real time using MediaPipe landmark output with a research-backed composite scoring formula.
View →
02
Automated Metadata Extraction for 30k Handwritten Engineering Records
A system that reads scanned legacy engineering drawings and turns them into structured, searchable data.
View →
03
Calibration Interface for Hydroponic Sensors
A monitoring and automation interface designed to make sensor calibration accessible.
View →
04
Optimized Nutrient Dosage Automation
View →
Writing
I write about hardware, automation, energy, and applying AI in real-world systems.

I'm a regular contributor to publications like Innovation Magazine (Engineers and Geoscientists BC), reaching registered engineers & geoscientists through quarterly print editions from the regulatory board. I've also previously been featured in Popular Science and Cottage Life. In the arts & culture world, my work has appeared in places like Hazlitt (Penguin Random House), Maisonneuve, & the Taipei Times.


01
Wearable Robotics for Paralysis Rehabilitation
How a Vancouver startup engineered the world's first self-balancing, Health Canada-approved exoskeleton
Covering the full development arc of Human in Motion's ExoMotion R from custom actuation to ML model training — examining the ten-year iteration process that engineers underwent to ship a commercially-available exoskeleton, balancing competing constraints across torque, weight, speed, and user safety.
Wearable Robotics for Paralysis Rehabilitation
02
Electric Propulsion for Heavy Marine Operations
Designing the engineering systems behind North America's first fully battery-electric harbour tugs
Examining how Vancouver naval architecture firm Robert Allan Ltd. engineered a new class of zero-emission tugboats capable of moving 70,000-tonne vessels on battery power alone — covering the technical tradeoffs of scaling lithium-ion systems for industrial marine use and the path to methanol and hydrogen as bridge fuels for longer-range operations.
Electric Propulsion for Heavy Marine Operations
03
AI-Driven Robotics in Precision Agriculture
From mushroom-picking arms to electrophysiological plant sensors, how BC engineers are automating the farm
Profiling 4AG Robotics' commercially deployed mushroom-harvesting robot and SFU researcher Dr. Woo Soo Kim's low-cost sensors detecting plant stress through electrical signals — illustrating how actuation, sensing, and machine learning are converging into integrated agricultural systems.
AI-Driven Robotics in Precision Agriculture
04
Magnetized Plasma Compression for Clean Energy
Inside General Fusion's decade-long prototype campaign toward commercial nuclear fusion
Following Richmond-based General Fusion's incremental approach to sustaining plasma compressed by liquid metal at temperatures exceeding 100 million degrees Celsius — detailing their three-component prototyping strategy and how their liquid metal wall uniquely addresses both machine damage and tritium rebreeding.
Magnetized Plasma Compression for Clean Energy
Contact
Let's be friends!

My inbox is always open.


GitHubgithub.com/reversely