Looking for a job

Mathias Gort

@mathiasgort

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I build data products, ML pipelines, and full-stack applications from complex scientific and enterprise data.

Austria

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What I'm looking for

I'm looking for an opportunity to build data products and software end to end, applying ML, statistical modelling, and data pipelines to meaningful complex problems.

I build end-to-end data products, from large-scale pipelines and ML models to deployed web applications. My work spans scientific research, enterprise analytics, and full-stack software engineering.

As an independent researcher at the University of Barcelona, I designed Python pipelines for multi-million-row astronomical datasets and applied classification, clustering, and statistical modelling. I published first-author research in Astronomy & Astrophysics and worked with advanced SQL through SDSS CasJobs.

At allUpp GmbH, I built Python ETL and analytics pipelines, automated enterprise reporting and KPI tracking, and developed CRM solutions using Java, JavaScript, and SQL on Salesforce. I also provided stakeholder-facing technical consulting and optimised relational databases.

I'm currently self-employed, building data products with Python, TypeScript, and SQL, while teaching mathematics and science. I bring a research-driven approach to modelling, clear technical communication, and hands-on delivery across data and software.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist & Software Engineer

Current

Self-Employed

Jun 2026 - Present (3 months)

Build data products end to end including pipelines, ML models, and deployed web apps. Applied ML and statistical modelling on financial and behavioural data with full-stack development in Python, TypeScript, and SQL.

Python TypeScript SQL Machine Learning Statistical Modeling REST APIs CI CD Database Design

Current

Math & Science Teacher

Current

OJAD

Sep 2025 - Present (1 year)

Teach mathematics and science, translating complex technical concepts clearly to diverse audiences.

Teaching Communication Skills Mathematics Science

Independent Researcher / Data Scientist

University of Barcelona

Jul 2024 - Jun 2026 (1 year 11 months)

Designed large-scale Python data pipelines over multi-million-row astronomical datasets and applied ML classification and clustering. Published first-author research in Astronomy & Astrophysics.

Python PyTorch scikit learn NumPy Scipy Machine Learning Clustering Statistical Modeling SQL Research

Software Developer & Data Analyst

allUpp GmbH

Oct 2022 - Sep 2024 (1 year 11 months)

Built ETL and analytics pipelines in Python and automated reporting for enterprise clients. Designed full-stack CRM solutions in Java, JavaScript, and SQL on the Salesforce platform.