Software Engineering · Machine Learning & AI Systems
Mathematics & Statistics graduate (University of Toronto) with a track record of shipping 12+ applications on the App Store. Focused on machine learning and reliable AI agent systems, with hands-on experience in model training, agent governance, and production-grade tooling.
Designed and shipped 12+ applications for Apple platforms with 1.76k downloads worldwide, owning product design, implementation, testing, performance optimization, localization and final product delivery.
Swift · SQLite
Built a macOS audio-library application tested against 300,000+ samples, combining transactional indexing with acoustic analysis and background processing. Reduced SQL execution work by 94% on a 30,000-asset pagination benchmark while preserving query results.
Python · PyTorch · Transformers · Mixture-of-experts
Developed a language-conditioned synthesizer model: a semantic transformer and six-expert mixture-of-experts network generate editable u-he Diva presets. Built training, evaluation and deterministic compilation pipelines for its 881 parameters.
Python · FastAPI · Agent orchestration · Event-driven systems
Built a multi-agent runtime coordinating model providers, task execution and independent review. Implemented policy checks, emergency-stop controls, execution audit trails and command-line/API management.
Swift · TextKit 2 · Core Text · CloudKit
Developed a Markdown editor across macOS, iOS and iPadOS with source-preserving live formatting, incremental parsing, native text rendering and optional iCloud synchronization.
Honours BSc, Mathematics & Its Applications Specialist (Probability/Statistics). Studies in stochastic processes, optimization, probability and linear algebra.
Built Convergence, an interactive 3D introduction to independent component analysis with SceneKit, AVFoundation and original multi-stem audio.
Programming: Python, Swift, SQL, TypeScript, R · Language: English (CELPIP 10), Mandarin Chinese (native)
ML & data: PyTorch, Hugging Face Transformers, scikit-learn, NumPy, pandas, Core ML
Engineering: SQLite, FastAPI, SwiftUI, AVFoundation, CloudKit, Git, Docker, Linux/Bash
Audio Engineer, Producer & Game Composer (2020–Present) — Original sound design and music for independent games; music supported by Martin Garrix and Ferry Corsten.