I'm a Mechatronics Engineering student at the University of Waterloo with a passion for robotics and machine learning. Here are a few of my key experiences:
🚀 Previous Compiler Intern at Groq training new speculative decoding models as well as bringing up new multimodal models.
💻 Previous Software Engineering Intern at Untether AI where I decomposed and mapped Multi-Headed and Group-Query Attention to an at-memory, 2D spatial hardware architecture. Along with writing dynamic compute kernels for many of the operations in BERT and Llama 3, notably including non-linear activation functions along with frame norm functions approximated with splines and taylor series.
🚗 Previous Machine Learning Perception Intern at Potential Motors where I worked on AI-powered terrain perception software.
🏎️ Previous Student Researcher at University of Waterloo, where I worked on techniques to make Gaussian Splatting real time feasible to enhance Autonomous Vehicle's understanding of 3D dynamic scenes.
🧬 Previous Machine Learning Bioinformatics Research Intern at Canada's National Microbiology Laboratory, where I experimented with various machine learning classifiers (especially hierarchical classifiers) to determine the geographic source location of Salmonella isolates.
📃 Previous NLP Deep Learning Research Intern at Canada's National Microbiology Laboratory, where I built a Large Language Model system for researchers to query scientific articles about Enteric Diseases.
🤖 Previous Robotics Software Research Assistant the University of New Brunswick's Robotics and Mechanisms Labortory, where I worked on embedded software to transfer data under UART protocal, control motors with motor drivers, and efficienty read various sensors using direct port manipulation and ISRs
