Researcher, DIY enthusiast, and an early stage entrepreneur.
Applying a technical touch to archaic systems. Once in a while, I work on futuristic projects and participate in innovation competitions and hackathons. Some of which have led to amazing opportunities!
Teaching & Articles
Internet of Things/Embedded ML cloud solutions In Urban Forestry over the 5G Network at the University of British Columbia. Monitoring Soil and Tree conditions on campus.
Hardware/software integration to connect patients' wearables and medical history to assess urgency and generate reports for primary care physicians/medical staff.
Custom trained an object detection and classification model on 17 animals. The model was converted to a TFLite model to run on a RPi, along with several real-time features on Azure and a TensorFlow model running on a webapp.
Designs for implementations to address federal and provincial Zero-Emissions and Zero-Collisions initiatives by redesigning Canadian roads/infrastructure to become more inclusive to autonomous vehicles.
Contract Tracing is instrumental to back track significant interactions throughout the day. Whether to track patients' whereabouts within a medical facility or logging timestamps for construction workers, Privacy should never be a secondary concern.
One of many applications in integrating IoT and AI for healthcare solutions. Wearbles technology connected to a recustomized stress tracking app for frontline workers and health workers.
Two AI applications: Use CustomVision to custom build a classification and object detection model to detect whether a parked car is an EV or not, and sending a discount for EV drivers. QnA Maker to create a custom-engaging chatbot to automate FAQs for some government services related to EV rebates.
Design a single step fabrication process of a MEMs accelerometer to be fabricated using additive manufacturing (custom fused deposition modeling with around 100μm resolution).
Tech-E is a combined capstone project among engineering and business students. Project overview of pilot implantation with a Canadian national supermarket chain.
Program to estimate the probability of patients incurring or recurring myocardial infraction (MI) or cardiac arrest (CA) based on training data including patient history file and normal ECG signals.
Build a translucent lung/ heart phantom that induces signal patterns similar to those of breathing and heartbeats’. Use image analysis tools to detect tumors in CT scans.
Personal project to convert my brother's Honda Fit into an electric vehicle. Then install sensors to map out air quality and emissions throughout the city.
An overview of some of the research projects during my studies. Microfabrication of 3D optical sensors in Silicon, and integration of different types of sensors in several applications.
IoT architectural design to remote control and monitor a fleet of autonomous shuttle busses for public transportation, with constant updates about shuttles' health (hardware analysis) in real-time.