I’m a Machine Learning Engineer based in Toronto, currently pursuing Management Engineering (AI Option) at University of Waterloo.
I love building systems that combine backend development and machine learning, turning complex data and models into scalable, real-world solutions. Recently, I worked at RBC, developing ML pipelines, APIs, and GenAI monitoring tools to make financial systems smarter.
Previously, I built VR simulations for speech therapy, worked on neural networks from scratch, and created full-stack applications and games. Always excited to learn, build, and collaborate on projects that push boundaries and make an impact.
Languages: Python, JavaScript, React, C#, Unity, SQL, R, MATLAB, MySQL
Frameworks & Tools: FastAPI, Node.js, Express, MongoDB, Pandas, NumPy, TensorFlow, Keras, Docker, Kubernetes, GitHub Actions, Firebase
Areas of Interest: Machine Learning, Backend Development, Human-Computer Interaction, GenAI, Full-Stack Development
- Built ML pipelines and production APIs at RBC, saving ~$5M/year in projected risk costs
- Created immersive VR therapy simulations in Unity with custom finite state machines
- Developed full-stack apps and dashboards for both research and commercial projects
- Built a neural network from scratch achieving 96.7% accuracy on MNIST


