Danilo Vucetic Email & Phone Number

Ottawa, ON, CA

Montreal, Quebec, Canada

Working with Prof. Gauthier Gidel at the intersection of game theory and machine learning.

Montreal, Quebec, Canada

Master's Researcher at McGill Edge Intelligence Lab (MEIL).Conducted research in efficient on-device learning for Natural Language Processing (NLP) tasks with a focus towards edge computation, simpler (and simplification of) models, and efficient training regimes. Published two research papers which detail mechanisms for achieving efficient fine-tuning of.

Mountain View, California, United States

Researched lightweight deep learning approaches for video restoration in the AV2 codec, generating multiple models capable of increasing quality (PSNR gain) by up to 2.5%. Developed a method to generate quantized weights for linear combinations of output channels, called encoder-guided restoration, leading to improvements in codec performance of up to 2%..

Ottawa, Ontario, Canada

Conducted computer vision research for parallax-free multi-camera stitching for real-time video panoramas. Implemented 2D projective warp (homography) of video frames by finding correspondence between SURF-detected interest points. Investigated and implemented methods of compositing warped video frames to a coherent panoramic frame including feathered.

Ottawa, Canada Area

Designed and implemented a test chip for the DWC TRNG and DWC NIST TRNG products. Developed a verification environment for the test chip using System Verilog and UVM constructs.Developed an FPGA emulation wrapper for the test chip.Wrote test chip specification and verification plan documents.Created cycle-accurate model of an IP core and implemented a.

Ottawa, Canada Area

Developed regression tests to verify the operation of the DWC Cryptographic Software Library. Developed automated performance tests for the DesignWare tRoot.

Ottawa, Canada

Tested the SkyLink application and its various components through automated and manual testing. Used defect tracking software to report and document tests.

Ottawa, Canada

Taught swimming to both children and adults. Provided constructive feedback to students and guardians. Conducted public relations.

Doctor Of Philosophy - Phd, Computer Science

I am predominantly working at the intersection of games and machine learning. This includes multi-player optimisation (e.g., min-max.

Master Of Science - Ms - Thesis Option, Electrical And Computer Engineering, 4.0/4.0 Cgpa

Thesis: Efficient fine-tuning of BERT-like models - Investigated two methods of improving fine-tuning memory usage, compute usage, and.

Bachelor Of Engineering (B.Eng.), Computer Systems Engineering, 11.88/12.00 Cgpa

Undergraduate capstone project: Data Visualization and Curb Detection for Autonomous Vehicles - Researched curb detection methods for.