Ehsan Asl

Senior Deep Learning Scientist at NVIDIA

California, United States
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Summary

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Senior
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Ehsan Asl is a manager of applied research at NVIDIA AI with 11 years of experience advancing large language models and multimodal generative AI. He holds a PhD in machine learning and has a track record of publishing influential work (e.g., SimpleTOD for task-oriented dialogue, NeurIPS and ACL highlights) that bridges NLP, speech, and vision. At Salesforce and NVIDIA he built end-to-end language modeling and few-shot, sample-efficient methods that improve robustness to distribution shift. He combines hands-on research with engineering delivery—moving prototypes into production-scale LLM research programs. Based in California, he focuses on interactive language agents and practical multimodal systems that can converse and complete complex tasks. An underappreciated strength is his cross-domain background from control systems to deep learning, which informs robust, systems-oriented model design.
code11 years of coding experience
job8 years of employment as a software developer
bookMaster of Science (M.Sc.), Electrical and Electronics Engineering, Master of Science (M.Sc.), Electrical and Electronics Engineering at Petroleum University of Technology
bookDoctor of Philosophy - PhD, Machine Learning, Deep learning, Doctor of Philosophy - PhD, Machine Learning, Deep learning at University of Louisville
bookBachelor of Science (B.Sc.), Electrical and Electronics Engineering, Bachelor of Science (B.Sc.), Electrical and Electronics Engineering at Tabriz University of Technology (Sahand)
languagesEnglish, Persian
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Github Skills (66)

markdown10
machine-translation10
multimodal10
nmt10
generative-ai10
nlp-machine-learning10
speech-synthesis10
speech-to-text10
large-language-models10
jekyll10
asr10
conversational-ai9
chatbot9
nlp9
expressions9

Programming languages (3)

C++HTMLPython

Github contributions (5)

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salesforce/fewshot_absa

May 2022 - Oct 2022

A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis
Contributions:18 commits, 10 pushes, 7 comments in 5 months
Contributions:93 pushes, 1 branch in 6 years 6 months
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Ehsan Asl - Senior Deep Learning Scientist at NVIDIA