Martin Muller
Member Of Engineering at poolside
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolMartin Muller is an AI-focused engineer and founder with 10 years of experience building and deploying production-grade ML systems, currently on the post-training team at Poolside and co-founder/CTO of NyxAI, maker of dreamlook.ai. He specializes in optimizing training and inference workflows for large models and diffusion-based image generation, turning multi-hour finetuning runs into minute-scale tooling. His background spans academic research—earning an EPFL Ph.D. for work on domain-specific pretraining (COVID-Twitter-BERT, >200k downloads and 400+ citations) and the Crowdbreaks crowdsourcing platform—to engineering roles that delivered large language models and scalable GPU/TPU deployments. Martin has practical experience designing auto-scalable APIs, queueing systems and prompt-enhancement pipelines for commercial products, and has led TPU/TPU→GPU training pipelines for state-of-the-art French LLMs. He combines deep research credentials with hands-on systems engineering, and is particularly skilled at shrinking ML latency and cost while preserving model customizability.
9 years of coding experience
2 years of employment as a software developer
Master’s Degree, Computational Biology & Bioinformatics, Master’s Degree, Computational Biology & Bioinformatics at Eidgenössische Technische Hochschule ZürichBachelor of Science - BS, Biochemistry, Bachelor of Science - BS, Biochemistry at ETH Zürich
Github Skills (175)
transformers10
language-model10
python10
diffusion-models10
nvim-cmp10
flax10
deep-learning10
image-generation10
gpu10
whatsapp10
python-scripts10
sounds10
twitter10
pandas10
ml10
Programming languages (10)
Github contributions (5)
digitalepidemiologylab/crowdbreaks-streamer-v1
Nov 2017 - Feb 2021
Python/Flask application for crowdbreaks
Contributions:350 commits, 1 PR, 141 pushes in 3 years 4 months
pythonpython-flask-applicationflaskpython-flaskflask-application
mar-muel/artificial-self-AMLD-2020
Nov 2019 - Feb 2020
Workshop material for the AMLD 2020 workshop on "Meet your Artificial Self: Generate text that sounds like you"
Contributions:73 commits, 2 PRs, 67 pushes in 2 months
transformer-architecturelanguage-modelworkshop-materialnatural-language-generationworkshop
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