Software developer and hardware builder
I'm an aspiring engineer with experience in both software development and hardware electronics. My background is in computer science and engineering, and I like solving problems with practical solutions.
When I'm not coding or soldering, you can find me working out or playing games with friends. I'm always learning and exploring new technologies to grow my skill set.
Analyzed and improved existing systems, defined requirements and worked with users to design and develop internal web applications that support business operations and BC Hydro's organizational goals.
Recent projects with full code, diagrams and documentation on GitHub.
A machine learning system which leverages MIDI data to identify musicians based on freestyle piano performance. This system confidently identified the correct musician from a known performer dataset when analyzing freestyle play in all tested scenarios.
A low-cost autonomous water monitoring station designed to be installed in local freshwater lakes, periodically pulling water samples and utilizing a local sensor array to predict the risk of harmful algal blooms with random forest and gradient boosting models.
A 1-meter, fully 3D-printed 5-axis arm with custom planetary gearboxes, controlled by moving a 1:5 scale potentiometer replica of itself.
A wearable four-pad vacuum system for climbing flat walls, with diagonal pad release and real-time pressure monitoring that signals when it's safe to move.
A hidden ESP32-C3 wearable that alerts emergency contacts if the wearer's phone is forcibly taken, running 18+ hours on a recycled battery.
A machine learning system that identifies a keyboard player from MIDI timing, velocity, articulation and pitch movement alone. All three models identified the correct player in all 7 unseen performances.
A native Java Android Dating app with Firebase authentication, Realtime Database and image storage, location-aware preference matching, mutual-match detection and chat.
SQL inventory system for cataloguing and finding personal items, built to keep track of my tools and materials.
A low-cost water monitoring station that samples lake water and predicts harmful algal bloom risk with random forest and gradient boosting models.
A 1-meter, fully 3D-printed 5-axis arm with custom planetary gearboxes, controlled by moving a 1:5 scale potentiometer replica of itself.
A wearable four-pad vacuum system for climbing flat walls, with diagonal pad release and real-time pressure monitoring that signals when it's safe to move.
A hidden ESP32-C3 wearable that alerts emergency contacts if the wearer's phone is forcibly taken, running 18+ hours on a recycled battery.
Demo fusion reactor with a custom high-voltage transformer and rectifier circuit that can sustain low levels of nuclear fusion.
Wearable distance-sensing and haptic feedback device that conveys obstacle proximity and direction to visually impaired users.
Custom-built arcade cabinet running RetroPie, plus an original arcade game designed to be played on it.
Custom designed and printed 30,000 mAh power bank built from 35 recycled 1000 mAh vape 18350 cells and 2 custom soldered PCBs.
Led a VEX Robotics team as designer, builder and primary coder, placing 1st in qualifying rounds and 6th overall at BC Provincials.
Interested in collaborating or have questions about my work? Feel free to reach out.