Work

Where I've been, and what I built there.

Each chapter opens up. The short version is what I did; the linked posts are the longer story of how I thought it through.

01Timeline

Print.World is a crypto trading terminal. I work on the trading engine the terminal sits on, and I built BRDG, our cross-chain bridge aggregator. I do this alongside finishing my degree.
- Worked on the trading engine the terminal sits on: quotes, routing, and execution
- Built a stress harness for the Rust market-data processor and removed a global lock: throughput up 33%, p99 from 139ms to 40ms in the harness
- Built BRDG: quotes about 35 bridges across 73 chains, ranks them by what actually arrives, and tracks every transfer to completion
- Built a perpetual futures aggregator merging 21 venues into one order book, with depth-walking routing and idempotent order placement
- Moved trade and candle history from TimescaleDB to ClickHouse: dual-write, windowed backfill, and exact parity across 9.59M bars before cutover
- Made the call to stream perps books through Centrifugo with sequenced deltas, behind a live switch with a fallback
- Rust
- TypeScript
- Redis
- Kafka
- Postgres
Toronto · Remote
The longer storyOne quote, every bridge6 min Fix our websocket server, or adopt one?4 min Designing for the retry3 min ClickHouse or RocksDB?7 min One book, many venues5 min Taking the lock off the hot path5 min The terminal and the engine5 min

02Projects

Things I've built.

Some are public and you can click through. A lot of my best work lives in private repos, so for those the write-up is the public version.

2026Public

BRDG

A cross-chain bridge aggregator. One request quotes every bridge that can serve a route, ranks them by what actually arrives, and follows the transfer until it lands. About 35 bridges across 73 chains.

TypeScript · Hono · Postgres · Redis

Read the write-up brdg.now Docs SDK

2026Private

Real-time inference

Fine-tuned, quantized vision-language models on two GPUs scoring a live feed, with separate text and media lanes and a tail latency I had to go and find.

Python · llama.cpp · AMD GPUs

Read the write-up

2025Private

Solana trade path

Swap building across the main DEX families, a cache that checks itself against the chain, and a per-trade latency breakdown. Built at Print.World.

Rust · tokio · Redis · Kafka

Read the write-up

2026Private

Perps aggregation

One order book built from 21 perpetual futures venues, a depth-walking router, and idempotent order placement. Built at Print.World.

TypeScript · Redis · WebSockets

Read the write-up

2025Private

pump.fun launch pipeline

Posts from tracked X accounts, delivered about 200ms after posting, turned into pump.fun token launches automatically: atomic bundles, multi-relay sending, and a per-stage latency budget.

TypeScript · Redis · Rust

Read the write-up

2026Private

My own book

A six-figure systematic book on crypto perpetual futures: a trend core, small event trades including an oil spread, and a risk ladder built from a drawdown budget.

Python · Hyperliquid

Read the write-up

2025Public

Typhoon

Merged upstream contributions to a Solana program framework: inline hints on account validation and tighter macro-generated code.

Rust · Solana

GitHub

2022Public

Audio equalizer

A desktop EQ plugin with per-band filters and a live spectrum analyzer.

C++ · JUCE

GitHub

2022Public

Drone face tracking

A Tello drone that follows a face. The interesting part was the control loop.

Python · OpenCV

GitHub

03Stack

Languages: TypeScript, Rust, Python, Go, C++
Systems: Redis, Kafka, Postgres, ClickHouse, WebSockets
Infra: Docker, Kubernetes, AWS, OpenTelemetry, Linux
Markets: Order books, Routing, Execution, Backtesting
Education: BSc Computer Science, Minor in Finance. Toronto Metropolitan University, Dec 2027