Accomplished Data Scientist with a passion for delivering valuable data through analytical functions and data retrieval methods. I'm looking for my next challenge to help companies advance by developing strategic plans based on predictive modelling and results.
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Nlp Data ScientistAlgorithm Dimension Aug 2021 - PresentVille De Paris, Île-De-France, France• Led projects using advanced tools like Hugging Face and big language models to improve language technology.• Good at using TF-IDF, NER, and word2vec to enhance language applications for improved user interaction.• Strong in using Python, learning from data (machine learning), and analysing lots of data.• Developed a chatbot utilizing the RAG (Retriever-Augmented Generation) model to enhance user engagement and response accuracy. -
Ceo & Co-FounderTroof.Io Aug 2021 - PresentVille De Paris, Île-De-France, FranceImplementation of a participatory authentication service that will allow companies to protect their brands and their customers from counterfeiting.- System based on NFC technology.- Supervision of 3 employees.- Collect data for marketing services. -
Founder & Machine Learning ResearcherAilia Technology Feb 2020 - Aug 2021Ville De Paris, Île-De-France, FranceImplementation of a Machine Learning system for a resume parser using 4 models :- Yolo object detection to recognize the blocks- Face Recognition to extract photo ID- NLP model to label each blocks- NER model to extract every labelsTools : Python, NLP, Computer Vision, YOLO, Word2Vec. -
Data ScientistPerion Network Sep 2019 - Dec 2019Holon, Tel Aviv District, IsraelResearch the importance of creatives and it’s impact on advertising.- Use SPARK to work on big amount of data.- Data analysis on how optimize creatives for difference audiences.- Predictive model to estimate the performance of creatives visual and textual elements. -
Data ScientistKeyrus Dec 2018 - Mar 2019Image Analysis based on Deep Learning/Python, Opencv, YOLO Object Detector.- Worked on the YOLO object detector to detect the appearance of a brand on social networks.- Usage of Flask to create bounding box for the object detector.- Self learning using darkflow Github and tutorials on Coursera. -
InternshipAlgosave Jul 2017 - Aug 2017Tel Aviv - Jaffa, Tel Aviv District, IsraelDeveloped a credit risk model using Python.- Dispatch work to create a credit risk model- Run analysis on a big amount of data, using R studio
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CommerçantIndépendant Aug 2016 - Jun 2017Région De Paris, France
Dan Bonan Education Details
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Mathematics And Computer Science -
Maimonide RambamScientifique -
Ingénierie Mathématique
Frequently Asked Questions about Dan Bonan
What company does Dan Bonan work for?
Dan Bonan works for Algorithm Dimension
What is Dan Bonan's role at the current company?
Dan Bonan's current role is Data Scientist.
What schools did Dan Bonan attend?
Dan Bonan attended Israel Tech Challenge <itc>, Université Paris Descartes, Université Paris Descartes, Maimonide Rambam, Université Paris Descartes.
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