Paul Albert

Applied Scientist at Amazon

Adelaide, South Australia
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Summary

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Senior
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Top School
Paul Albert is an applied scientist and postdoctoral-trained researcher with eight years of experience developing efficient, low-supervision solutions for vision and language models. Now at Amazon after a fellowship at the Australian Institute for Machine Learning, he focuses on parameter-efficient fine-tuning, knowledge composition, continual learning and recommender systems that scale to global customers. His background spans academic research (PhD work on unsupervised and noisy-label vision), teaching algorithms and ML, and industry-facing projects that bridge drone/agricultural imaging to large-scale GenAI applications. Notably, he combines rigorous publication-driven research with practical system-building—optimizing models under label scarcity and noisy data to make them production-ready.
code8 years of coding experience
job2 years of employment as a software developer
bookScientific Baccalauréat (S), STEM, High honours, Scientific Baccalauréat (S), STEM, High honours at Lycée Pierre Paul Riquet - St-Orens de Gameville, France
bookPreparation in Math, Physics and Computer Science., Preparation in Math, Physics and Computer Science. at Lycée Déodat de Séverac - Toulouse, France
bookMasters degree, Artificial Intelligence, Masters degree, Artificial Intelligence at CentraleSupélec - Paris, France
bookMaster's degree, Human-computer interactions, machine learning, semantic web, Master's degree, Human-computer interactions, machine learning, semantic web at Lorraine University - Nancy, France
languagesFrench, Spanish, English
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Stackoverflow

Stats
163reputation
13kreached
4answers
11questions
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Github Skills (25)

adapter10
pytorch9
python9
lora9
bootstrapping8
llm8
transformers8
machine-learning7
html6
dom-events6
amazon-s36
fine-tuning6
css6
groupby6
printing6

Programming languages (1)

Python

Github contributions (5)

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Contributions:213 pushes in 2 months
camomilepolymer
Contributions:2 pushes, 1 branch in 7 years 8 months
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Paul Albert - Applied Scientist at Amazon