Systems that scale.
AI that ships.

PitStop Intelligence

Formula 1 analytics platform built as five polyglot microservices — Angular SPA, Spring Boot API, FastAPI ML and live-timing services, and a Python ingestion worker. Live timing streams to the browser over Server-Sent Events with Redis pub/sub fan-out; XGBoost finishing-order predictions are served from a dedicated inference service with MLflow tracking. Only the reverse proxy is publicly exposed, with internal-token trust boundaries guarding service-to-service calls.

Java 21 Spring Boot FastAPI Angular 21 NgRx PostgreSQL Redis XGBoost MLflow Docker

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01 / System design

Architecture diagram coming soon

Ticket Tailor

Serverless university event platform delivered in a 6-member Agile team. React SPA on S3/CloudFront, API Gateway fronting seven Python Lambdas, Cognito auth, and RDS PostgreSQL behind a PgBouncer pooler to survive Lambda connection storms. A push-notification engine uses EventBridge Scheduler for one-off event activation and SQS-triggered consumers writing to DynamoDB — automated status transitions, map-based discovery, RSVP and calendar integration.

AWS Lambda API Gateway Cognito DynamoDB RDS SQS EventBridge React

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01 / System design

Architecture diagram coming soon

Cloud-Native Analysis API

Dockerised Flask API on AWS with Terraform-provisioned infrastructure and asynchronous request/result persistence on Aurora PostgreSQL. Load tested toward 50,000+ concurrent requests to profile bottlenecks and validate horizontal scaling.

Flask AWS Aurora PostgreSQL Terraform Docker

GitHub · locked

GitHub repo will be available from 17 August 2026, due to university restrictions.

VELOCE

Automotive commerce monorepo — two React frontends (storefront + admin) on one Spring Boot API, sharing a design-token component package via npm workspaces. Server-authoritative pricing and RBAC, pessimistic locking to prevent overselling under concurrent orders, and signature-verified Stripe webhooks. Full test pyramid (JUnit, Testcontainers, Vitest, Playwright) in CI.

React 19 Spring Boot PostgreSQL Redis Stripe Docker

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01 / System design

Architecture diagram coming soon

The Day We Fought Back

Java/LibGDX game delivered end-to-end in a 5-member Agile team across sprint cycles. Owned gameplay mechanics, UI systems and core engine logic; integrated work via GitHub branching, pull requests and structured code reviews.

Java LibGDX Gradle

GitHub ↗

Cryptocurrency Crime Attribution

UQ Honours thesis. Multi-tier attribution for cryptocurrency-enabled crime, combining on-chain transaction analysis with data-driven methods to link blockchain activity to real-world actors.

Python Transaction graph analysis Blockchain data

Jul 2026 – present · Research