mechatronics @ uw · building at the intersection of software & hardware
Toolkit
Experience
Apr 2026 – Aug 2026
Remote
Full-Stack Software Engineering Intern
Parcyl.ai
Site intelligence and feasibility platform for real estate diligence. 2-person engineering team; joined in stealth, shipped through MVP launch and first user cohort.
- Built a LangGraph multi-agent loop that drives the product as a synthetic user and autonomously proposes, builds and live-verifies each fix into a draft PR behind a human merge gate — surfacing ~85 verified defects across 6 root causes
- Designed and built an agentic report engine: 11 ReAct agents generating research reports for any property in a 65M-record warehouse, each personalized to the user's portfolio, uploaded documents and prior deals
- Built an async document pipeline on S3 and BullMQ that extracts structured facts from PDFs, spreadsheets and scans and feeds them into the chat and report agents, which must cite each fact to its source quote and page
- Built a feedback-triage agent that deduplicates user reports in three stages and posts a batched Slack digest carrying the session replay behind every finding — collapsing 50+ raw reports into 5 distinct findings
Feb 2026 – June 2026
Waterloo, ON
Undergraduate Research Assistant
University of Waterloo
- Building drone-based remote sensing platform for greenhouse gas detection
- Sensor fusion, embedded systems design, signal processing pipeline
- Working under Prof. Shunde Yin
Aug 2024 – Jun 2025
Waterloo, ON
Research Assistant
University of Waterloo
- Multi-modal sensor selection (accelerometers, microphones, vibration) for CNC milling test rig
- Python data processing pipelines → PyTorch files for time-series RUL prediction
- Transformer architectures (Autoformer) for remaining-useful-life prediction
- Worked under Dr. Eugene Li
May 2024 – Jun 2025
Waterloo, ON
Co-Founder, Logistics Lead
- Co-founded non-profit for high school engineering competitions
- Led 10-hour hackathon logistics (scheduling, facilities, technical resources)
- $10,000+ in sponsorships from 500+ companies contacted; 150 students across 10 schools
- Backed by convictional(yc w19)
Oct 2022 – Oct 2024
Kitchener, ON
Team Member
2702 Rebels(FIRST Robotics)
- Modelled key robot subsystems in SolidWorks
- Prototyped and fabricated components using industry-standard manufacturing tools within a 3-month build cycle for the FIRST Robotics Challenge
Selected Projects
March 2026
Full-stack rental platform with a custom scraper aggregating real-time housing data across Canada. Built a compatibility algorithm for user-to-property match scores and an AI chat interface powered by Gemini for natural preference inference.
Nov 2025
This VEX IQ C++ project implements a professional control system for a robot designed to perform automated object manipulation and lifting tasks. The robot is designed to autonomously pick up trash within a certain area and deposit it in a bin. Built for MTE 100 at the University of Waterloo.