featured projects
view moreClaude Code Mobile
Run Claude Code from your iPhone via SSH into an OrbStack Ubuntu VM on your Mac. Features mosh for resilient mobile connections, tmux for persistent sessions, Tailscale for secure mesh VPN, and Pushover integration for push notifications when Claude needs input.
Conversational AI Platform
Multi-modal marketing platform with conversational interface serving 300+ users. Features automated creative generation, BigQuery integration, and rich UI for exploring insights through dialogue.
recent posts
view moreBuilding This Site: Svelte, Bun, and Dokploy
How I built jamiehepburn.dev using SvelteKit 2, Bun, and deployed it to a VPS with Dokploy - my own slice of the indie web.
2026-01-07
Claude Code Mobile: Coding from My iPhone
How I set up Claude Code to run from my iPhone, inspired by granda.org guide but adapted for my Mac Mini and Hostinger VPS.
2025-01-07
Experience
Apr 2025 - Present
Senior Data Scientist - Generative AI
Quantium
- • Led development of multi-modal marketing assistant serving 300+ users as lead developer and primary client contact
- • Built on-demand analytics tool for commercial negotiation, reducing report generation from 5 minutes to under 30 seconds
- • Built agent evaluation and red teaming platform for customer-facing retail agent
- • Co-designed and delivered training on building AI systems and context engineering across multiple cohorts
Mar 2023 - Mar 2025
Data Scientist - Generative AI
Quantium
- • Built and deployed Quantium's first production Gen AI system — multi-model classification pipeline processing 2M+ customer comments annually with fine-tuned Llama 3.1 8B
- • Developed hybrid product matching system achieving 95% competitor coverage and $622K annualised benefit
- • Built automated refund classification system saving $400K annually
Feb 2022 - Feb 2023
Graduate Data Analyst
Quantium
- • Developed Python and SQL analytics application for retail space planning optimisation
Education
2018 - 2021
Bachelor of Science and Advanced Studies
University of Sydney
- • Physics & Philosophy (Double Major)
- • First Class Honours
- • Astrophysics Honours: Deep Learning Applied to Galaxy Morphology and Kinematics