Georg Heimel - Staff Data Scientist

Georg Heimel

Staff Data Scientist

Berlin, Germany

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Summary

👤

Senior

🎓

Top School

Georg Heimel is a Staff Data Scientist based in Berlin with nine years in industry and a deep academic pedigree including a PhD in Physical Engineering and postdoctoral research at MIT and Georgia Tech. He builds production-ready big-data platforms and ML solutions, with experience spanning lambda architectures, real-time supply-demand systems, aerial imagery road recognition, and ranking/search at scale. Georg moved from a long research career in computational physics and quantum chemistry into applied data science, bringing rigorous experimental design and simulation instincts to product problems. At Delivery Hero and Sparks42 he shipped data infrastructure and models for high-throughput environments, and now applies that blend of research discipline and engineering pragmatism at DebtRay. Less obvious: his background in materials simulation often informs principled approaches to model validation and uncertainty quantification in production ML.

9 years of coding experience

10 years of employment as a software developer

Doktor (Ph.D.), Physical Engineering, with honors, Doktor (Ph.D.), Physical Engineering, with honors at Technische Universität Graz

Physics, Physics at Université Joseph Fourier (Grenoble I)

German, English, French

Github Skills (21)

latent-semantic-analysis9

cpp8

embedded8

database8

probabilistic8

sql8

analytics7

semantic7

rust7

cloud-native6

clickhouse6

dbms6

ai6

big-data6

olap5

Programming languages (2)

C++Python

Github contributions (5)

yedivanseven/swak

Sep 2024 - Mar 2025

Contributions:44 releases, 25 PRs, 201 pushes in 6 months

yedivanseven/PLSA

Aug 2019 - Sep 2019

Probabilistic Latent Semantic Analysis

Contributions:5 releases, 47 commits, 44 pushes in 27 days

latent-semantic-analysissemantic-analysisprobabilisticlatentsemantic

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