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Work
Projects
RecessD is a startup focused on minimizing utility consumption of commercial buildings.
My work focus:
- Backend Development using Django
- Designing closed loop RL minimizing energy consumption of HVAC equipment
- Embedded firmware to run control logic on ESP32
- Encoding protocol for LoRaWAN messages to encode parameters for edge-side control logic execution
- Reviews/feedback on Pull Requests
- UI design, CI/CD pipeline
HVAC, boiler, and irrigation systems are a massive opportunity for savings if properly controlled.
recessd.com
FSI is a startup focused on manufacturing aerospace-grade composite parts.
My work focus:
- PLC Programming for assembly line components
- Design of assembly line components providing 40% reduction in production time for a given part.
- Designed 3D printed fixtures for pneumatic shears, and drill press.
- Supervised installation of equipment on the factory floor.
formulasolutionsinc.com
Freelance work capturing photo/video for residential and commercial clients.
- Documenting renovations, real estate listings, and personal showcases.
- Creative direction in filming/editing process.
- Project management and outreach to clients.
Tutoring services for unviersity math/physics coursework. Operating through Queen's Eng Society and freelance work.
Uni Subjects: Calculus, Lin Alg., Fluid/Solid-Dynamics.
HS Subjects: Calc, Functions, Data Management, Physics.
Managed crews of 4-5 members to provide landscape-construction maintenance services during the summer.
My undergraduate thesis dissertation for Mathematics and Engineering Program.
- Simulated glucose-insulin interraction using non-linear dynamic modeling.
- Applied state-space analysis to Q-Learning in simulated environment.
- Awarded Keyser Prize for outstanding thesis.
Download the PDF
Developed a BCI to allow hands-free binary control of a video game via blinking.
- Applied signal processing and data smoothing techniques to EEG signals.
- Tested a variety of machine learning architectures for classification.
- SVM achieved CV accuracy of 94.4% for blink detection with an F1 score of 96.3%.
Download the PDF
Led team designing battery enclosures/active cooling system for electric go kart.
- Analyzed CAD models using flow/temperature simulations in SOLIDWORKS.
- Modeled and fabricated enclosures using sheet metal brake.
- Provided bend/weld drawings to machinists.
A ConvNet mapping eye movements to cursor positions allows users with a webcam to toggle page scrolling by looking at the top/bottom of the screen.
- We collected ~4000 training images of users looking at a mouse locations.
- After some preprocessing, we trained a CNN to map live video input of eyes to a location output, which can be used to trigger various actions.
Repo here