Software Developer

• Extended NVIDIA NeMo's inverse text normalization (ITN) support for Japanese by developing Pynini-based finite-state transducer grammars for cardinal numbers, dates, times, currency, measurements, and other language-specific constructs.
• Implemented normalization logic for complex Japanese numerical representations and contextual formats, including kanji and Arabic numerals, large-number units, telephone numbers, postal codes, and addresses.
• Developed and executed an extensive automated test suite covering Japanese ITN edge cases and equivalent representations, validating grammar behaviour across a large corpus of normalization scenarios.

QA Analyst

• Built an internal Python CLI from the ground up to automate test orchestration across Jenkins deployments, dynamically queueing and prioritizing tests, scheduling retests, and monitoring execution results.
• Implemented automated flaky-test detection and reporting using test execution history, reducing manual investigation and helping developers and QA engineers identify unreliable tests.

Full Stack Developer

• Built an internal QA reporting application using React, TypeScript, and GraphQL, integrating Jira and New Relic APIs to automate a previously manual report-generation workflow.
• Designed and integrated an AWS-hosted PostgreSQL database to persist historical QA data and support dynamic querying of previous defects and backlog information.

Database Analyst

• Developed SSIS data pipelines to migrate over 2 billion records from legacy systems to a new Oracle database environment, supporting large-scale production data migration.
• Built an internal credential-management application using C++ and Python with PyNaCl and Hashlib, integrating database administration and server-access workflows for internal users.

AI-Assisted Curriculum Mapping System

• Built and deployed an AI-assisted system integrated into the University of Waterloo course-outline platform to map Intended Learning Outcomes to Engineers Canada Graduate Attributes and generate explanations for instructor review.
• Developed a Django REST backend that connected the course-outline API with a locally hosted LLM service, processing course data and returning structured mapping results directly into the existing workflow.
• Designed the system for privacy-preserving university deployment, keeping course data on institution-controlled infrastructure while supporting modular integration with existing academic systems.

TrailCrashers

• Built a local multiplayer game hosted on a Raspberry Pi, supporting up to four Android devices as Bluetooth controllers with game logic implemented in PyGame and a Java mobile client.

University of Waterloo

Bachelor of Software Engineering, Honours, Co-operative Program

Graduated with Distinction