Projects
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PianoFi is an advanced AI-powered music transcription service that turns any audio file into professional piano sheet music. Simply upload your audio, and our cutting-edge AI models will generate accurate piano transcriptions in multiple formats.
Pianofi
2025
Inspired by my Hybrid Classification Segmentation Image model, this model was further developed and published as a paper in Discover Artificial Intelligence. Received media coverage: Link
Multi-output Network for Medical Imaging
2024
United Healthcare (Finalist Top 8) is a hospital monitoring system that analyzes patient vitals, environment, and behavior in real time to predict health risks and support proactive care. United Mobility (Winner $2500) is a decentralized scooter-sharing network that transforms idle, privately-owned micromobility vehicles into a community-powered transportation system by partnering with local businesses
United Mobility & Healthcare
2025
A web application that can diagnose skin lesions with SOTA metrics. A paper was written for the model explaining the architecture and the results.
Skin Lesion Diagnostic Web Application
2024
The platform provides actionable biomechanical insights by analyzing 3D pose and tracking ball movement. Using MediaPipe's GHUM 3D model and Ultralytics YOLOv8, it calculates joint angles and other metrics, enabling comparisons to optimal standards.
SoccerMetrics
2025
Swift App that has widget support to display vocab in different languages. I saw many paid apps that have this feature, so I created a free and open-source alternative. Also wanted it in preparation for my work term in Japan. Arigatou gozaimasu!
Lexis
2025
WebApp for connecting students to clubs and organization in the University of Waterloo, winning the best project award among 300+ participants.
WatClub
2024
A model that can classify and segment images at the same time with SOTA metrics. A paper was written helping me win a competition, ranking in the top 0.5% of participants, along with $11,500 in scholarships and the $1,000 cash prize.
Hybrid Classification Segmentation Model
2023
Experience
April 2025 - August 2025
Video-localization platform with billions of views and multimillion-dollar revenue. One of three engineers building dashboards, social bots, and multilingual TTS.
- •Built dashboards, social bots, and TTS features — improved client workflow speed ~20%.
- •Maintained Express/NestJS backend (REST, GraphQL, WebSocket); onboarded 50+ clients reaching 200M+ subscribers.
- •Trained a 30+ language TTS beating ElevenLabs baseline (+64% preference) and implemented a Gemini→Lambda+S3 translation pipeline (−~70% cost).
September 2024 - April 2025
Worked on diabetes-management products with 20+ engineers; built full‑stack apps and ML pipelines for real‑time glucose insights.
- •Built a React Native app for Web/iOS/Android; REST + caching reduced data latency ~45%.
- •Developed causal interrupted time-series models to forecast glucose, improving time‑in‑range for 150k+ users by ~60%.
- •Implemented sktime training pipeline and probabilistic time‑series methods (ClaSP, KNN, HMM) with unit tests for reliability.
September 2024 - December 2024
Led a student CS community that built platforms used by thousands of students.
- •Won UW CSC Best Project 2024 (Top 0.2%) for a commenting and rating platform.
- •Built and scaled the platform to 5,000+ monthly concurrent users.
- •Created a Deep Q‑Network recommendation model in TensorFlow.js for personalized recommendations.
Education
2024 - 2028GPA: 3.90 / 4.00
Director of WAT.ai — led workshops, projects, and hackathons for 1,500+ organization members.
Relevant Coursework:
- •Data Structures and Algorithms
- •Machine Learning and AI
- •Software Engineering
- •Database Systems
- •Computer Networks
Technologies
