Toronto, Ontario, Canada
-Extended the Galapagos framework, that abstracts the deployment of users’ applications on a heterogeneous system of FPGAs and CPUs, to include the AMD Xilinx VCK5000 Versal board -Designed an interface that allows Galapagos framework users to deploy AI applications that map to the AI engines of the VCK5000 board -Implemented MQTT applications on FPGAs by transferring the networking stack of MQTT protocol to the FPGA platform
TA for ECE241 (Digital Systems), ECE243 (Computer Organization), ECE297 (Software Communication and Design)
-Expanded the existing dataset for airport roads by incorporating additional data from the COCO dataset, enhancing its diversity and coverage -Evaluated YolactEdge model with different backbones on the expanded dataset using training with finetuning in PyTorch
-Designed and developed an application using JavaScript that utilizes advanced algorithms to detect and assess the level of confusion among students. -Implemented deep learning models in TensorFlow that leverage facial cues and voice recognition techniques for detecting students’ engagement levels