Bienvenue sur le profil Malt de Soufiane !
Localisation et déplacement
- Localisation
- Paris, France
- Peut travailler dans vos locaux à
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- Paris et 50km autour
- Paris et 100km autour
- Lille
- Toulouse et 100km autour
Préférences
- Durée de mission
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- entre 3 et 6 mois
- ≥ 6 mois
- Secteur d'activité
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Préfèrerait éviter:High tech
Vérifications
Charte du freelance Malt signée
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Langues
Catégories
Compétences (22)
- BigData
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Débutant Intermédiaire Confirmé
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- Data Science
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Débutant Intermédiaire Confirmé
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Débutant Intermédiaire Confirmé
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Débutant Intermédiaire Confirmé
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Débutant Intermédiaire Confirmé
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Débutant Intermédiaire Confirmé
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Débutant Intermédiaire Confirmé
Soufiane en quelques mots
Specialized in Machine Learning and modelling with strong mathematical background, I hold a PhD degree in Mathematics and a Master degree in Quantitative Finance, focused on stochastic modelling and statistics.
I am passionate by machine learning and algorithm development to others fields and sector, and feel comfortable in a dynamic and constantly changing environment, mainly in the international.
Expériences
Wiley
Education & e-learning
Senior Data Scientist
(VESPA.AI, FastApi, Huggingface/Transformers)
Orange Bank - Orange Bank
Banque & assurances
Lead Data Scientist
• Building classification model to KYC remediation based on OCR outputs data (CatBoost, XGBoost, imblearn, SMOTE, HDFS)
• Building a classification model to predict future churners based on personal banking activity (hyperopt , Lgbm, CatBoost, imblearn, HDFS)
• Scraping and extraction of reviews, ratings, dates,… from a dedicated web page (Selenium, BeautifulSoup, XML, Python)
• Construction of a banking lexicon for sentimental analysis of customer emails by adapting and modifying VADER method (NLTK, Vader, Scapy, StanfordCoreNL, stanfordnlp)
• Detecting recurrent payments and subscription in customer transactions (PySpark, Hive)
Carrefour - Carrefour
E-commerce
Data Scientist
• Recommendation system based on business rules, seasonality and recurrence (Pyspark, HDFS, Hive, Docker, Stash, Ansible)
• Implementation of a batch to promote crossroads promotions on customers' mailboxes according to the similarity of their older products on their purchase history
Société Générale Africa Technology Services
Banque & assurances
Data Scientist / Senior in Quantitative Investment Strategies - En tant que freelance
• Development of ERP strategies using Machine Learning algorithms (Random forests, SVM, ...)
• ERP index pricing models (Fear Vol, Value, Quality, multi-factors, ...)
• Writing index rules (Hypothesis and calculation methodologies)
• Convergence with trading and the calculation agent
• Development of FACTSET API with python
• Data mining
• Collecting and analysing Ownerships data by exchange market
• Collecting and Calculating Scores of ERP (Value, Quality, Momentum, ...)
Python, MongoDB, MySQL, PySpark, Spark, Hadoop, MongoDB, XML, JSON, Sklearn, Arctic, PyCharm, FACTSET
Futures Visions
Education & e-learning
Data Scientist - En tant que freelance
• Optimization of a data mining process allowing the processing of customer data hosted on Amazon S3 as part of the development of marketing strategies
• Analyze data, predict when training is in high demand to reduce fixed costs of the business
Amazon EC2, S3, Spark, Hadoob, Python, Machine Learning, Scala, Scikit-learn
Ormita Morocco
E-commerce
Data Scientist - En tant que freelance
• Development of prototypes in Machine Learning: Natural Language Processing (NLP), Text mining
• Visualization and communication of analyzes to employees
• Continuous data recovery via Flume and insertion into Hadoop HDFS
Python, Spark, Machine Learning, Amazon EC/S3, Spark Streaming, Data mining, Json, XML, GitHub
Cadi Ayyad university
Centres de recherche
PhD student Researcher
• Contributions in the study of Lévy processes and fractional Brownian processes via Malliavin calculation and applications in statistics
• The central limit theorem in probability and statistics for subfractional and bi-fractional Brownian movements
• Portfolio problem with stochastic constraints
• Problem of switching with constraint
1 recommandation externe
Consultez les recommandations qu'a reçues Soufiane