Traian Rebedea
Principal Applied Scientist at University POLITEHNICA of Bucharest
Bucharest, Romania
Summary
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Rockstar🎓
Top SchoolTraian Rebedea is a Principal Applied Scientist at NVIDIA and an Associate Professor at University POLITEHNICA of Bucharest, combining industry research on next-generation dialogue systems with a strong academic track record in NLP, ML and algorithms. He holds a PhD in Computer Science and has built and led applied teams and startups (Co-founder/Chief Data Scientist at RoboSelf and DataGraph) delivering production ML for conversational agents, information extraction and event prediction. Traian’s work bridges theory and practice—from postdoctoral research on embodied conversational agents to applied projects in autonomous systems and enterprise data products—while mentoring many students and practitioners. He co-founded and co-organizes the Bucharest Deep Learning reading group and helped run the EEML summer school, reflecting a deep commitment to growing the local ML community. A blend of rigorous research, product-minded engineering and community leadership makes him comfortable both designing complex algorithms and shipping usable conversational AI.
3 years of coding experience
16 years of employment as a software developer
National College Tudor VianuDoctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at Universitatea „Politehnica” din București
Stackoverflow
1reputation
0reached
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Github Skills (24)
machine-translation9
speech-synthesis9
multimodal9
speech-to-text9
asr9
nlp8
nlp-machine-learning8
chatbot8
speaker-recognition8
natural-language-processing8
generative-ai8
large-language-models8
nmt8
conversational-ai7
speech-recognition7
Programming languages (1)
Github contributions (5)
NVIDIA/NeMo-Guardrails
Apr 2023 - Mar 2025
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Contributions:29 reviews, 11 PRs, 8 pushes in 1 year 11 months
trebedea/NeMo
Apr 2024 - Apr 2024
NeMo: a framework for generative AI
Contributions:1 push, 1 branch in 1 day
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