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Jason HutchensJH
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Jason Hutchens

@jasonhutchens

Staff Engineer at Valiant Finance, building LLM-powered finance systems and a commercial desktop app.

Australia
Message

What I'm looking for

Senior IC roles (Staff/Principal, AI Engineer, Research Scientist) where 25+ years of conversational AI, NLP and LLM work matters: LLM-powered products, developer tools and agentic systems. Also open to advisory and teaching. Based in Perth, Australia (UTC+8), working fully remotely with good overlap across APAC, US and Europe.

At Valiant Finance, I built core systems powering asset finance services for a major international client across Australia, the US and the UK. I also developed an LLM intelligence framework for data enrichment and built a pipeline to process vendor quotes and inbound emails.

I created and launched Git Lineage, a native desktop app that brings Perforce-style time-lapse blame to git. I built it in C++ with SDL3 and Dear ImGui, working alongside AI coding agents.

Earlier, I designed the AI technology for L.A. Noire at Team Bondi and built the scripting system for Black & White at Lionhead Studios. My AI research won the Loebner AI Prize in 1996, and my work was published at ACL and in IEEE Transactions.

At Robots+Rockets/GroupFire LLC, I managed a fully remote team of up to a dozen and helped build a platform now used by over 500 communities. I enjoy learning new things and explaining them to others, and I’m open to interesting engineering, advisory and teaching opportunities.

Experience

Work history, roles, and key accomplishments

ER
Current

Creator

ECS Rails

Jul 2026 - Present (4 months)

Created an open-source Ruby gem that brings the Entity-Component-System pattern to ActiveRecord, with one table per component instead of one per model. Published on RubyGems as ecs on rails.

VL
Current

Staff Engineer

Valiant Finance Pty. Ltd.

Aug 2022 - Present (4 years 3 months)

Improved automated test performance by 5x, added autoscaling and read-only follower databases, and built live/demo shard-based autoswitching. Introduced state machines, service objects and other best practices; built bank statement import, parsing, transaction tagging and data extraction.

RP

Developer

Retro Game Ports

Nov 2025 - Dec 2025 (1 month)

Ported David Braben's Lander to C++ from a commented disassembly of its ARM code. Converted Simon Owen's Augmentinel from Win32 and Direct3D to SDL and OpenGL, adding macOS and Linux support.

RL

Lead Engineer/CTO

Robots+Rockets/GroupFire LLC

Mar 2015 - Aug 2022 (7 years 5 months)

Managed a fully remote team of up to a dozen developers, designers and QA, establishing async standups, code review processes and video demonstrations of completed work. Wrote a data analytics and reporting engine, with a realtime user engagement front-end.

TC

Co-founder

The Punk Collective

Mar 2021 - Dec 2021 (9 months)

Formed a game collective with three friends, shipping one game per month. Built and shipped seven games in vanilla C using Raylib, Flecs, cJSON and Nuklear.

BL

Contract Developer

Bamboo 61 Pty. Ltd.

Apr 2018 - Aug 2018 (4 months)

Implemented a serverless API using AWS Lambda with Go functions. Set up end-to-end React Native app build and deployment to iOS and Android.

RO

Founding Director

RocketHands

Feb 2009 - Aug 2015 (6 years 6 months)

Started with six former employees of Interzone to pitch an Xbox360 title to Microsoft. Launched two titles on the iPhone and one title on the iPad.

GE

Founding Director

GeekPunk

Jul 2010 - Apr 2013 (2 years 9 months)

Developed an innovative text entry technology to replace unwieldy OSKs. Launched a static web application with the best Q&As from Stack Overflow.

DG

Senior Geophysical Software Engineer

DownUnder GeoSolutions

Jan 2011 - Jun 2011 (5 months)

Worked on well bore visualisation, correlation and mistie correction in Java. Returned to the workforce following a six-month sabbatical.

AI

Chief Scientist

Artificial Intelligence

Jul 2000 - Sep 2001 (1 year 2 months)

Designed and implemented language acquisition algorithms. Based in Tel Aviv, with regular trips to London where work continued remotely.

SE

Freelance Developer

Self Employed

Jun 1997 - Sep 1999 (2 years 3 months)

Created a novel chatbot engine and sold it to a company in Germany. Developed a 'kitchen sink' web portal for a South African entrepreneur.

CS

Research Assistant

CSIRO

Jan 1990 - Dec 1990 (11 months)

Wrote programs in QuickBasic and ported legacy programs from Fortran. Tested various materials by installing 'strain gauges' before subjecting them to destructive tensile forces.

Education

Degrees, certifications, and relevant coursework

The University of Western Australia logoTA

The University of Western Australia

PhD (ABD), Computer Science

1995 - 1999

PhD (ABD) from the University of Western Australia, developing a sophisticated predictive small language model in C. Thesis submitted in 1999.

The University of Western Australia logoTA

The University of Western Australia

Bachelor of Engineering, Information Technology

1991 - 1994

Grade: A+

Bachelor of Engineering (IT) degree from the University of Western Australia, with straight A+ grades in final year.

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