Backdoors in Neural Networks
Demonstrating a 'backdoor' security vulnerability. Trained networks in PyTorch and MXNet with ImageNet dataset on a supercomputer cluster. Demo with React.js app, using ONNX.js on-device inference. ✩ Project was rated 'best of class 2020'
COVID-19 Dashboard
What parts of the world are susceptible to Corona outbreak? We used Big Data and Data Engineering in this project to find out.
Automated curtains project
My electric curtains can already be controlled by a remote. It would be cool if they could open in the morning, like an alarm clock. What if I could do this using a Raspberry Pi, by emulating the remote?
School break time friend finder
Spending school breaks alone is lame. That's why I developed an app so students can find with whom they share their breaks.