EDUCATION

University of Toronto, Engineering Science

  • 3.5 GPA, Major in Electrical & Computer Engineering, Minor in Artificial Intelligence

  • Relevant Courses: Operating Systems, ML & Neural Nets, Parallel Processors, Distributed Systems, Security, Compilers

  • SAT: 1590, 800 Math/Physics

Spring 2023

Final Year Thesis, Improving SoC Fabrics through Dynamic Feedback Optimization

  • Conducted multi-month research project pursuing improvements to SoC deadlock-prevention.

  • Investigated novel application of feedback optimization to speed up SoTA on-chip-networking protocols.

Ongoing

EXPERIENCE

Apple, Firmware Engineering Intern

  • Owned and delivered mission-critical firmware (e.g HAL) for upcoming products, presenting to VP level. (C, ARM)

Summer 2022

Google, Software Engineering Intern, YouTube Ads

  • Improved accuracy of conversion prediction models, used in production ads serving. (C++, Python, NumPy)

  • Developed distributed map-reduce services, optimizing critical path to achieve >100k QPS across >10k machines.

Fall 2021

Apple, Embedded/Kernel Software Engineering Intern

  • Designed tools (for I2C, SPMI, DVFM, boot, etc), used across most recent Apple products (Mac, iPad, iPhone, etc).

  • Advocated new projects to senior management, which significantly improved codebase and accelerated dev/onboard.

  • Architected kernel-level software, deployed to several factory production lines.

  • Built significant parts of iPhone 13 validation systems (~20x speedup), coordinating across 30+ x-func stakeholders.

Fall 2020-21

Google, Software Engineering Intern, Cloud

  • Contributed production-facing changes to cloud-debug library, with >120k monthly downloads.

  • Architected and implemented new product features, passing rigorous design-review process.

Summer 2020

UofT Hyperloop Team, Control Systems Lead

  • Led development of distributed, multiple-fault-tolerant flight control system. (C++, Python)

  • Managed team of 10 student engineers in Agile development cycle.

Fall 2019-20

NOTABLE PROJECTS

C Compiler

  • Developed a full C-like compilation pipeline, including lexing, parsing, optimization, and binary generation.

  • Designed a custom context-free-grammar (Bison) and integrated into LLVM IR.

Fall 2022

Deep Vocal Isolation

  • Designed deep-learning model to extract vocals from music. (PyTorch)

  • Utilized advanced techniques including LSTMs, CNNs, and transfer-learning.

Winter 2022

Recall, Automated hospital scheduling

  • Developed logistics automation platform, used at large hospital for >3y with ~99.99% uptime. (React, Express, Postgres)

2018-Present

Autonomous EV Charging System

  • Built autonomous rover to locate, navigate to, and charge EVs.

  • Designed Linux+Arduino control/networking, reinforcement-learning based guidance, computer-vision navigation.

Spring 2020

TECHNICAL SKILLS

Embedded & Low Level

C/C++, ARM, Verilog, TCL, Kernel Development

XR & CV

MediaPipe, ARKit, OVR, Unity, XR Interactions

ML & Data

PyTorch, TensorFlow, W&B, Apache Beam

Web & Apps

JS/TS, Python, Go, React, Express, Swift, Flutter, Svelte

Databases & Infra

Postgres, Mongo, Firebase, Docker, Protobufs, Bazel