Shipping since 2017 · open to Frontend / Full-stack roles in Sydney
I design and ship production web systems — from enterprise booking platforms used by Nordic travel teams to my own AI-driven warehouse system. Currently pairing 6+ years of engineering with graduate research into agentic AI for software development.
01 — Selected work
A booking platform for enterprise event planners, a warehouse system with its own forecasting engine, and a competitive-intelligence product — spanning UI craft, data-heavy interfaces, and applied ML.
Designed and built the venue & hotel discovery experience for Event Logic’s meeting-planning platform, used by procurement and travel managers at organisations like ICA, Swedavia and Scania. Faceted search, a list synced to a clustered map, and a multi-step booking flow across day conferences, hotel stays and complex bookings.
Contributed to the main event-management platform where planners manage compliance, invoicing and reporting for thousands of meetings a year. Led a 13-person engineering team through the full development lifecycle over three years, setting code review and delivery standards.
A warehouse management system built solo: Next.js and Node/Express frontend and API, atomic MySQL transactions, JWT auth, and a Python RandomForestRegressor trained on historical sales data for demand forecasting. Also the ongoing testbed for my graduate research comparing GPT-4o, Gemini and Claude on real code-generation tasks.
02 — Experience
From clinical management systems in Kathmandu to leading a 13-person engineering team on an enterprise SaaS platform in Sweden.
03 — Research
My MSc research at Victoria University benchmarks large language models against my own production codebase, rather than synthetic problems — so the results reflect how these tools actually perform on real engineering work.
Research Project 1
Comparative evaluation of GPT-4o, Gemini 1.5 Pro and Claude 3.5 Sonnet on real engineering tasks, benchmarked against the Logix WMS codebase as ground truth.
Research Project 2
Extending the comparison with agentic workflows — evaluating whether iterative, self-correcting agents close the gap between generated and production-ready code.
04 — About
I’m a full-stack engineer based in Sydney, with 6+ years building production web systems — most recently as a Software Engineer leading a 13-person engineering team on Event Logic’s meeting & conference platform in Sweden.
I’m completing a Master of Information Technology at Victoria University, finishing December 2026, where my research sits at the intersection of software engineering and applied AI. Day to day I work in the React / Next.js / TypeScript / Node.js ecosystem, with Python and AWS for anything ML or infrastructure-shaped.
05 — Contact
Sydney, Australia — © 2026