Software Engineering @ Western University · AI · Robotics · Cloud-Native Systems
I'm a Software Engineering student at Western University with a deep interest in AI, autonomous systems, and cloud-native infrastructure. I build things at the intersection of machine learning, robotics, and scalable software — from predictive maintenance platforms to autonomous VTOL mission systems.
| Role | Organization | Focus |
|---|---|---|
| Software Developer & Product Owner | Canada Basketball (Capstone) | RF-DETR + SAM 2 basketball analysis platform |
| AI Engineer | Motorshield — Western Cyber Society | Predictive maintenance w/ CNN/Transformer models |
| Software Lead | Western Aero Design | Autonomous VTOL mission system, PX4, LoRa |
- Industry Choice Award — Canadian Tech Summit (Motorshield project)
- 3rd place Presentation · 4th place Technical Report — SAE Aero Design 2026, Tampa FL
- Published at CUCAI 2023 — "Classifying Motor Imagery from Open-Source Datasets"
- Identified $150,000+ in annual savings at Ajinomoto Foods (CO-OP)
- Dean's Honors List · Western University Distinction Scholarship (Top 10%)
ML & AI │ CNNs · Transformers · LSTM/GRU · Predictive Maintenance · Feature Engineering
Robotics │ PX4 · Raspberry Pi · LoRa · Embedded Linux · SPI/I2C/UART · ROS
Languages │ Python · Java · JavaScript · Bash · C++
Cloud & DevOps │ Docker · Kubernetes · AWS · Traefik · Cloudflare · Git
Frameworks │ PyTorch · TensorFlow · Next.js · TimescaleDB
Automated broadcast analysis pipeline using RF-DETR, SAM 2, ByteTrack, and custom Vision-Language Models. Converts 2D video to 3D court positions via homography with millisecond-precision OCR clock sync.
End-to-end motor fault detection: Simulink → TimescaleDB → CNN/Transformer (~464k params). Awarded Industry Choice Award at Canadian Tech Summit.
Self-hosted platform with Docker, Traefik, Cloudflare, CrowdSec, and Google OAuth SSO. Custom Next.js dashboard for service management.
96% accuracy recommendation engine built with TensorFlow, deployed on AWS EC2.