Cohere
Member of Technical Staff
2027
Forward Deployed Engineer internship, Toronto. Incoming Winter 2027.
Toronto, ON, CA
engineering + community builder
2027 — 2023
Cohere
2027
Forward Deployed Engineer internship, Toronto. Incoming Winter 2027.
Wealthsimple
2026
Internship, Toronto. Incoming Fall 2026.
Shopify
2026
Machine Learning Engineer internship, Toronto. User Recommendations team: improving search relevance and recommendation accuracy for large-scale product discovery. Search Relevance team: building production systems in C++ and Python to optimize ranking and retrieval pipelines.
Vector Institute
2026
Machine Learning Researcher (volunteer), Toronto. Developed SAGE-KV, an entropy-calibrated sparse attention mechanism that reduced Transformer decode latency by dynamically routing queries to local, global, and semantic KV-cache pages while minimizing unnecessary GPU memory reads. Designed a Python/C++/CUDA prototype and benchmarking framework comparing sparse attention against dense, sliding-window, static sparse, and FlashAttention-style baselines (p50/p90/p99 latency, fallback rate, bandwidth, retrieval quality).
View research paper → (opens in a new tab)Amazon Web Services (SBG)
2025
Founded and scaled a 200+ member cloud engineering community (AWS Student Builder Groups, prev. Cloud Club, at York University). Led hands-on AWS workshops and built a strong builder culture on campus.
awsyorkucloud.com → (opens in a new tab)Mali
2025
Founding Machine Learning Software Engineer, remote. Built and deployed PyTorch-based ML pipelines. Worked on distributed training and model optimization workflows.
YU Blueprint
2025
Machine Learning Software Developer, Toronto. Developing ML-driven applications for nonprofit organizations. Contributing to scalable full-stack systems using React and Django.
ITREB Canada
2024
Software Engineer internship, Toronto (hybrid). Built Spring Boot microservices and secure REST APIs. Improved system architecture and frontend/backend integration.
Prince Aly Khan Hospital
2023
Software Engineer internship, remote. Developed secure healthcare workflow solutions. Built responsive React interfaces with strong data compliance.
AIESEC
2023
Vice President of Technology, remote. Led technical initiatives supporting global exchange programs. Contributed to web systems and event infrastructure.
17 repositories
Full-stack fintech platform for tracking net worth, spending, debts, investments, crypto, real estate, and sandbox paper trading, with secure authentication, Row Level Security, financial analytics, report generation, and a polished dashboard.
Experimental ML-based stock price prediction system.
Algorithmic trading experiments.
Fault-tolerant distributed database with consensus and transaction logic.
Educational operating system simulator exploring scheduling and memory management.
Automated embedded system for plant irrigation.
Optimized deep learning models for efficient edge inference.
AI-powered fitness platform built using microservices architecture.
PyTorch implementation of U-Net architectures for image segmentation.
Machine learning recommender system for e-commerce.
Voice-controlled desktop AI assistant.
Microservices job portal built with Spring Boot and React.
Full-stack MERN application for managing book inventory.
Real-time cab-ordering mobile application.
Real-time video chat with screen sharing using WebRTC.
MATLAB visualization of the Mandelbrot set.
Classic Tetris game in C++.
beyond work
“world champion in martial arts, and a guinness world records holder.”
“this is the dojo. martial arts is where i became a world champion.”
“i'm a speed inline roller skater, and i love ice skating too.”
“icpc, competitive programming and math. this is where i train my brain.”
“our aws student builder group, formerly cloud club: a 200+ member cloud community.”
awsyorkucloud.com ↗ (opens in a new tab)study
Lassonde School of Engineering
Contact
want to collaborate? chat?
i'm always down to meet curious and kind people.