Amarin Siripanich
Strategic Model Developer
Australia
Summary
👤
Senior🎓
Top SchoolAmarin Siripanich is a Strategic Model Developer with 10 years’ experience in transport modelling, combining econometric and machine learning approaches to deliver robust travel demand forecasts and high-performance geospatial data pipelines. He has driven full lifecycle model development for state-scale systems (VITM1/VITM2), strengthened governance and automation to improve reliability, and currently contributes strategic modelling expertise at Transport for NSW. His background spans academic research and applied projects, including developing a smartphone travel diary app used across Australia and the USA and building a population synthesiser from ABS microdata. Comfortable translating complex model outputs to stakeholders, he blends rigorous PhD-level research with practical engineering—often automating manual processes and re-estimating choice models to accelerate decision-ready insights.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Civil Engieering (TEP-UNSW), Bachelor of Civil Engieering (TEP-UNSW) at Thammasat UniversityUNSW Sydney
English, Thai
Github Skills (155)
eclipse10
sumo10
traffic-simulation10
traffic10
portable10
journal10
avatar10
unconf10
r-package10
code-server10
simulation10
transport10
css10
habits10
r9
Programming languages (13)
Github contributions (5)
asiripanich/emdash
Jul 2020 - Aug 2022
An e-mission deployer's dashboard. See https://github.com/e-mission/e-mission-docs.
Contributions:13 releases, 28 reviews, 276 commits in 2 years 1 month
devopstowerdashboarddeployer
asiripanich/anzsic
Aug 2019 - Jul 2020
Contributions:6 commits, 3 PRs, 20 pushes in 10 months
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