I build software that holds up under pressure, and the tests that prove it.
Selected work
01Fraise
Browser workspace for training & testing language models
Launch training runs, compare checkpoints, and try models through streaming as-you-type autocomplete. Validated forms, live loss charts and logs, and a graceful stop that saves a resumable checkpoint. 127-test suite, zero skips: exact checkpoint replay, compiled-model correctness, evaluation behaviour.
Shale
Local-first personal knowledge base
Captures notes, email, and browsing into searchable local storage with a plug-in system for new sources. Chrome extension with an offline IndexedDB outbox and backoff retries that survive network loss and restarts. Safe AI-agent edits: scoped views, transactional writes, idempotency keys, dry-run preview, audit log.
Deal or No Deal
Tested simulation & analysis CLI
Found, documented, and fixed three bugs in the original simulator. Added 8 Rust and 26 Python tests, linting, an end-to-end demo, and Windows checks to CI. Packaged an installable Python CLI for reproducible runs, plots, and model verification.
watworks-mcp
MCP server that lets an agent find the WaterlooWorks jobs that suit you best
lobot-lang
A toy language built on Brainfuck with real conveniences, running on a stack-based VM
uwhpc-onboarding
UW High Performance Computing onboarding challenge
Experience
Beem Solutions
Software Engineering Intern (Forward-Deployed)
- Adapted a B2B AI voice-agent platform to each client's workflow with Python integrations into their databases, CRMs, and scheduling tools.
- Worked directly with client engineers and stakeholders to review codebases, gather requirements, and plan integrations.
- Merged email, phone, and social interactions into unified customer profiles for the voice agents.
Punjab IT Board (PITB)
Mobile Development Intern
- Halved app startup time by moving blocking initialization work to asynchronous operations.
- Built and documented React Native screens with designers, wired to APIs, databases, and server components.
- Wrote Laravel MVC backend code for apps handling national ID (CNIC) data; senior review found no security issues or bugs.
Education
University of Waterloo
BASc, Computer Engineering, 2026 – 2031
IB Diploma · SAT 1600/1600 · 100% Merit Scholarship
Tools
Languages
TypeScript, JavaScript, Python, SQL, Rust
Applications
React, React Native, Laravel, FastAPI, Bun, SQLite, AWS, IndexedDB, Chrome extensions
Quality & Tools
Git, GitHub Actions, pytest, Cargo, Regression testing, CI, Root-cause analysis