Konstantin Dobler
Berlin Metropolitan Area Germany
Summary
👤
Senior🎓
Top SchoolKonstantin Dobler is a PhD student in Machine Learning focused on multilingual NLP and transfer learning, conducting research at the ELLIS Unit Potsdam & Hasso Plattner Institute under leading advisors. He combines deep research with hands-on engineering for large-scale model training and deployment, reflected in internships at InstaDeep (multimodal protein modeling) and Apple. Prior to academia he co-founded a startup and accumulated software engineering experience at SAP and HPI, building voice-based AI assistants, user-behavior mining systems and scalable web services. With eight years of industry experience and end-to-end expertise from prototype to production, he bridges research rigor and production-grade systems. Based in the Berlin area, he’s comfortable navigating interdisciplinary teams and translating complex language-model advances into deployable applications. An uncommon detail: alongside his PhD work he has practical experience applying ML to biology (protein modeling) and enterprise-grade streaming systems.
8 years of coding experience
3 years of employment as a software developer
Visiting Scholar, Visiting Scholar at Københavns Universitet - University of CopenhagenDoktor (Ph.d.), Machine Learning, Doktor (Ph.d.), Machine Learning at Hasso Plattner Institute
German, English, French
Stackoverflow
326reputation
15kreached
10answers
6questions
Github Skills (125)
transformers10
python10
hyperparameter-optimization10
deep-learning10
gpu10
gemma10
gpu-acceleration10
collaboration10
glm10
pretrain10
multimodal10
numpy10
audio10
ai10
neural-network10
Programming languages (9)
Github contributions (5)
konstantinjdobler/hashiwokakero
Jul 2018 - Feb 2020
Typescript Implementation of Japanese Game Hashiwokakero
Contributions:3 commits, 3 PRs, 4 pushes in 1 year 7 months
typescript
konstantinjdobler/gan-n1
Jun 2020 - Jan 2022
Deep Learning Course @ HPI SoSe 2020
Contributions:2 PRs, 78 pushes, 6 branches in 1 year 7 months
pytorchmxnetdeep-learningconvolutional-neural-networkhpi
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