I’m obsessed with building.

Lyra | Faction (a16z)Forward Deployed SWE · Feb 2026 – Now

• Citation and document highlighting: Led development of document highlighting that links every AI-extracted order value to its exact location in the customer's original Excel, PDF, email or photo, so representatives can verify it instantly. Replaced a paid vendor with an in-house pipeline at 99.6% accuracy.
• Evaluation: Built an evaluation framework and daily drift monitoring that caught two silent vendor regressions.
• Extraction: Eliminated duplicate line items and reduced email extraction cost by about 4x.
• ERP integration: Migrated Epicor P21 lookups to a Snowflake replica with API fallback, at a 100% match rate on production orders.
• Outlook integration: Built OAuth, encrypted credential storage and connection management.
• Workflows: Built order assignment and automatic routing of escalated chats to the least-busy representative.
• Infrastructure: Migrated production storage to AWS S3 with no data loss and added job-queue alerting.
• Voice agents: Built CI and load testing for real-time voice agents on LiveKit and Cartesia.

Macquarie GroupBackend SWE Intern · Jun – Dec 2025

• Dependency DAG orchestrator with re-runs and Redis caching, cutting deal and rate load times by 90%.
• Loki/PromQL recording rules to query 500TB a month past Grafana limits.

Humm GroupMarketing Intern · Feb – Jul 2024

• 40+ SQL analyses with Pandas/Matplotlib and an Apps Script automation sending 80+ emails a week.

UNSW Sydney GraduatedB. Computer Science / Commerce · 2022 – 2026

• WAM 78.5 (Distinction). UNSW Co-op Program Scholar.
• IT Director, Business Information Technology Students Association.

North Sydney Boys High School2016 – 2021

ATAR 98.05 · HSC All-Rounder Achievers List