Gergely Imreh
Senior Machine Learning Engineer at StartupBus
New Taipei, Taiwan
Summary
🤩
Rockstar🎓
Top SchoolGergely Imreh is a Senior Machine Learning Engineer with 26 years of interdisciplinary experience spanning physics research, MLOps, and product-focused ML engineering. Currently at Faculty, he designs and deploys large-scale predictive systems and call-centre agents, mentors engineers, and co-runs training programmes that translate data science into production-grade services. A DPhil physicist turned hacker-founder, he co-founded Taipei Hackerspace and has a track record of shipping practical IoT and Bitcoin infrastructure, reflecting a pragmatic maker ethos. He blends cloud-native tooling (AWS, GCP, Docker, Terraform) with lightweight APIs and orchestration (FastAPI, Dagster, ONNX) to deliver hundreds of models in production, and regularly advises on MLOps capability and architecture. Notably, his background in ultracold atomic physics and public-facing community initiatives gives him a rare mix of deep research rigor and hands-on operational savvy.
26 years of coding experience
8 years of employment as a software developer
Elementary scool, Elementary scool at 37. sz Szilágyi Dezső Általános IskolaDPhil, Atomic & Laser Physics, DPhil, Atomic & Laser Physics at University of OxfordHigh School, High School at Avasi GimnáziumMaster's Degree, Physics, Red Diploma (Honors), Master's Degree, Physics, Red Diploma (Honors) at Debreceni Egyetem
Hungarian, English, Chinese, German
Stackoverflow
196reputation
7kreached
3answers
1question
Github Skills (16)
embedded10
buildroot10
sys10
linux-kernel9
u-boot9
raspberry-pi8
bsp7
memory-management6
ubuntu6
iot6
docker6
programming-language6
bash6
linux6
virtualbox6
Programming languages (34)
Github contributions (5)
imrehg/QCLwebsite
May 2009 - Jul 2010
Contributions:81 commits in 1 year 2 months
imrehg/wireguard-cloudformation
Sep 2020 - Feb 2024
AWS Cloudformation template to deploy a Wireguard VPN server.
Contributions:4 PRs, 8 pushes, 5 branches in 3 years 5 months
ec2vpcvpnwireguardamazon-web-services
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