Tianxiang Liu
Snr Director Of ML Ops, Infrastructure And Engineering at Nearmap
Sydney, New South Wales, Australia
Summary
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Senior🎓
Top SchoolTianxiang Liu is a Senior Director of ML Ops, Infrastructure and Engineering with 11 years of experience building production-grade AI platforms and data products across startups and large enterprises. He has led and scaled cross-regional teams at Atlassian and Nearmap, architecting centralized MLOps ecosystems, feature stores, high-throughput model training/serving, and cost-optimized vendor integrations with OpenAI, AWS and GCP. As a founder and CTO he patented and commercialized novel visual search and contextual ad tech, and earlier roles at Coles and ANZ delivered national-scale personalization and cloud analytics platforms that drove measurable commercial lift. Known for combining product thinking with deep systems engineering, he routinely bridges R&D, governance and go-to-market needs to de-risk AI initiatives at scale. Based in Sydney, he also writes and speaks on engineering practice and AI deployment, bringing an operator’s mindset to strategic platform investments.
11 years of coding experience
7 years of employment as a software developer
Master of Business Information Systems Professional Business Information Systems, Master of Business Information Systems Professional Business Information Systems at Monash UniversityInnovation and Entrepreneurship Program Business Administration and Management General, Innovation and Entrepreneurship Program Business Administration and Management General at Stanford University
English, Chinese
Github Skills (46)
prediction-model10
click-through10
artificial-intelligence10
python10
click-through-rate10
water10
capstone10
keyboard10
openai10
autonomous-agents10
predictive10
ai10
advertising10
ctr10
real-time-bidding10
Programming languages (7)
Github contributions (5)
ivanliu1989/AVAZU-CTR-Prediction
Oct 2014 - Jun 2019
In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction systems are essential and widely used for sponsored search and real-time bidding.
Contributions:341 commits, 2 PRs, 6 pushes in 4 years 8 months
analyticspredictionreal-time-biddingclick-through-rateessential
ivanliu1989/playground
Jan 2018 - Oct 2018
Contributions:154 pushes, 15 branches in 9 months
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