Freelancer profile translated to English.
Back to original languageAbout Arthur
Hello everyone and welcome to my profile!
About to finish my PhD in Artificial Intelligence, I offer my services as a Data Scientist. Several years spent in academia have allowed me to gain strong technical and theoretical knowledge in Machine Learning and Deep Learning.
I have a real passion for developing complex Machine Learning models, and I truly believe that modern AI techniques can revolutionize many industries.
I can train models, manage massive and complex databases. I have experience in Vision, Language Processing (NLP), as well as with time series data. I also master ML development and Data Science tools.
Do not hesitate to contact me for more information.
Skills:
Python, Numpy
Pandas, Scikit-Learn
Keras, Pytorch, Tensorflow
Mongo-DB, SQL
English
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km), Paris (up to 20km)
Experience
- Sorbonne UniversitéPhD Student in Machine LearningTECHSeptember 2016 - Today (9 years and 9 months)Paris, FranceDuring my PhD, I had the opportunity to work on various problems. The core of my PhD focuses on incorporating prior knowledge into deep neural networks. I also worked on unsupervised learning using GANs.These research efforts have led to publications in international conferences, as well as an article in the journal: La Recherche.https://dblp.uni-trier.de/pers/hd/p/Pajot:ArthurI also had the chance to:- Supervise master's students- Participate in the organization of a major international conference, ICLR, in Toulon.- Share my projects and ideas at numerous conferences.I also had the opportunity to teach courses in:- Machine Learning (M2)- Databases (M2)- Python (L1)- Java (L2)
- Osaka UniversityResearch AssistantTECHApril 2015 - August 2015 (4 months)Osaka, JapanThe objective of my stay was to implement online learning algorithms for submodular functions under constraints. I was able to apply these algorithms to segmentation or recommendation problems. Under the supervision of Takashi Washio and Yoshinobu Kawahara.
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Education
- MVA MasterENS Cachan2016With Honors. Selected classes include : deep learning , computer vision, wavelet processing and probabilistic graphical models
- PhD Machine LearningSorbonne Université