Computer Engineering student at the University of Waterloo, blending machine learning, agentic AI, and full-stack product work through experiences at BMO, WATonomous, and NeedList.
A hold-to-talk AI persona of me — Whisper fine-tuned with LoRA and exported to CTranslate2 for real-time int8 transcription, driving a LangGraph agent grounded with RAG over personal data in ChromaDB, with prompt-injection guardrails gated by a CI eval harness.
PyTorch / LangGraph / Whisper / RAG / ChromaDB / HuggingFace
↳ Demo Recording
An agentic repair assistant that diagnoses broken household items and one-click checks out exact replacement parts from live Shopify inventory.
Python / Agentic AI / Shopify Storefront API
A collaborative AI study platform that turns lip-read videos into notes and quizzes, built during Hack the North and awarded Best Use of Auth0.
Python / React / Auth0 / MongoDB / OpenAI / Cohere
A real-world ML and hardware build that classifies recycling versus garbage and physically sorts it using an Arduino-driven mechanism.
Python / TensorFlow / Arduino / Computer Vision
An interactive data storytelling site for World Cup statistics with dynamic filtering, graph generation, and a backend data pipeline.
React / Python / SQL / Matplotlib / pandas
A teaching-focused robotics site plus robot programming work for Team 854, created to help newer programmers ramp up faster.
Java / WPILIB / Robotics / React
A first-place hackathon rover that navigated a maze autonomously, then switched into Bluetooth control to scan barcodes.
Arduino / C++ / Sensors / Autonomy
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Built internal monitoring and file-observability dashboards for TSYS data flows, AWS API and MQ volumes, and SLA risk tracking using Dynatrace and Ansible.
Trained reinforcement-learning (locomotion) and imitation-learning (manipulation) policies in Isaac Lab and PyTorch, logging rewards, trajectory error, and failure cases.
Shipping end-to-end product features for a tech charity startup using TypeScript, NestJS, React, TanStack Query and Router, plus Firebase across auth, data, storage, and cloud functions.
Training reinforcement-learning and imitation-learning policies, plus models for object detection, transcription workflows, and applied computer vision.
Building agents that plan, call tools, and take real actions — from diagnosing broken hardware to checking out live Shopify inventory.
Shipping thoughtful product experiences across React, Next.js, NestJS, Firebase, MongoDB, and AWS.
YOLOv11 competition object accuracy in the WATonomous pipeline
Localization accuracy improvement from refined global mapping work
Manual escalation time reduced through file monitor automation at BMO