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RAG Embedding Space Visualization
Real-time 2D PCA visualization of your question and similar embeddings
README.md
Experience
Shopify
Machine Learning Engineer Intern
Developing cutting-edge AI solutions for e-commerce on the Shopify Magic and Sidekick agentic AI team
Nokia Bell Labs
Machine Learning Research Intern
ML research on Gen AI's impact on 5G networks AND created an Agentic system to auto detect & resolve app issues
Nokia
Software Engineering Intern
Automating cloud infrastructure provisioning and status visualization
Leadership
Autonomous Drone Club
Machine Learning Team Lead & Founding Member
Leading 20-member Machine Learning subteam across autonomous drone club creation for the international SUAS 2026 competition
Google Developer Student Club (GDSC)
Open Source Team Lead
Leading 10 member SWE team in agile development of an open-source AI Browser Agent
McMaster Rocketry
Software Engineer - Payload Subteam
Developing rocket payloads: low-latency communication protocols, 360° camera system, liquid metal electronics testing chamber
McMaster SumoBots
Software Engineer
Led autonomous robot fighting competition with 100+ participants and competed nationally with fully autonomous SumoBot achieving 4-2 record
Featured Projects
MITI - HackMIT Winner
Real-time collaborative music studio with AI-powered suggestions, competing against 1000 participants
Llama LLM Inference Optimization
Optimized LLama LLM (Transformer) inference operations, achieving a 1.13× latency speedup
QuantRL Trading Bot
Deep Q-Learning trading bot achieving +191% 3-year return with 27% improvement over baselines
LearnBridge - Google ADK
AI agent enabling 80% faster assignment starts with ReAct-based multi-agent workflows
MakeCloud - UofT Hacks
AI cloud provisioning assistant reducing setup time from hours to minutes using Terraform automation
StockSee - HackThe6ix Winner
Visual correlation between real-world events and stock prices with an 8.3 MSE loss LSTM prediction model
Bus Forecast - BramHacks Winner
AI-powered bus route optimization tool that automates Brampton's surge bus allocation process based on event data
Planet Habitability Predictor
NASA exoplanet analysis system using ANN to predict habitability scores and identify optimal colonization candidates
AutoSurgeon - Hack the Heart
Robotic surgical system mirroring human joint movements for remote surgery using computer vision and Arduino-controlled robotic arm.
Skills
Programming
AI & ML
Web & Cloud
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Certifications
Education
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Contact Information
I'm always open to discussing new opportunities, collaborations, or interesting projects. Feel free to reach out!