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  • šŸ‘‹ Hi, my name is Roman. I like to solve problems in the industry and academia with data engineering and data science.
  • šŸ”­ Iā€™m working as a Data Scientist in the Data & AI team at Ergon in Zurich.
  • šŸŒ± My learning areas are DevOps for data pipelines and machine learning workflows.
  • šŸ‘Æ Iā€™m looking to collaborate on promoting software engineering best practices in science, because I believe that these are the missing piece to making research reproducible and impactful again. With Engineers for Science, I am connecting researchers with software engineers for mentoring and sharing my learnings in a blog.
  • šŸ’¬ Ask me about data related roles, research stays, code reviews, and physics.
  • šŸ“« How to reach me: [email protected].

Roman Wixinger's Projects

data-engineering-utokyo icon data-engineering-utokyo

In this repository, we develop software for the CNS at the University of Tokyo. The goal is to join all data sources into a main table and analyze it.

hosting icon hosting

Repo for hosting images and document samples for Azure Functions / Azure Document Intelligence.

latent-ad-qml icon latent-ad-qml

Unsupervised anomaly detection in the latent space of high energy physics events with quantum machine learning. Forked the repository to fix the documentation.

noisy-gates-approach-runs icon noisy-gates-approach-runs

Code to reproduce the hardware runs and simulations made for the paper "A novel approach to noisy gates for simulating quantum computers".

numpy icon numpy

The fundamental package for scientific computing with Python.

paraphrase-id-tensorflow icon paraphrase-id-tensorflow

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

paws icon paws

This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, and word order information for the problem of paraphrase identification.

pulse-optimization icon pulse-optimization

Experiments for understanding the effect of the pulse shape on quantum computations in the Noisy Gates approach and real IBM hardware.

sentence-similarity icon sentence-similarity

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

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