Valentin Stauber
Data Scientist
Vienna, Austria
Summary
👤
SeniorValentin Stauber is a Quantum Algorithm Developer and PhD physicist based in Vienna with 11 years of experience at the intersection of theoretical quantum many-body simulation and applied machine learning. He has built state-of-the-art simulation algorithms that outperform prior techniques by an order of magnitude and now applies that numerical and optimization expertise to compilers and OS-level tooling for near-term quantum hardware using Python and Rust. Valentin led MLOps and frontline NLP R&D at Iris.ai, shipping production ML systems for scientific text (including hierarchical topic models, table extraction, and summarization) and contributed to a Top‑10 finish in the IBM Watson AI XPRIZE. He is comfortable across research, high-performance C++/Matlab prototypes and production SaaS stacks (Django, Docker, Ansible, AWS), and often blends classical optimization and reinforcement learning to accelerate quantum software. A strong advocate for open science, he has a track record of translating deep academic results into impactful products and revenue, and was one of three Austrians accepted to CERN’s competitive summer program. Notably, his background in tensor-network methods and numerical linear algebra gives him a rare ability to optimize both algorithms and systems for performance-critical quantum workloads.
11 years of coding experience
Stackoverflow
719reputation
71kreached
15answers
11questions
Github Skills (116)
python10
fasttext10
deep-learning10
word2vec10
latex10
topic-modeling10
jax10
oop10
gomoku10
data-science10
tensorflow10
pytorch10
classes10
word-embeddings10
machine-learning10
Programming languages (11)
Github contributions (5)
Darkdragon84/QNiTEBD
Jul 2015 - Feb 2017
Contributions:5 commits, 4 pushes, 1 branch in 1 year 7 months
Darkdragon84/IMPS_ML_tools
Sep 2017 - May 2019
Contributions:53 commits, 28 pushes, 3 branches in 1 year 8 months
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