Mon expérience

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Loop AI Group Cognitive ComputingMarch 2020 - Présent

- Development of the Loop Q Cognitive Platform
- Implementation of Cognitive Applications

OCR, NLP, Supervised and Unsupervised Learning, Continuous Learning, Neural Networks
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Link MobilitySeptember 2018 - February 2020

Data Science for Mobile Marketing:
- Handling, Preprocessing, Cleaning and Creation of datasets from multiple sources (SQL, HDFS)
- Applying statistical Machine Learning methods to predict conversion and increase conversion rates
- NLP and Cognitive Artificial Intelligence: Unsupervised Language Learning and Understanding using Loop AI. Text Analysis and SPAM Filtering.
- Building APIs to deploy machine learning models
- Building Web Apps to expose trained ML models
- Use of Dataiku, LoopAI (Certified User), Mosaic Segmentation
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AudibeneApril 2017 - August 2018

Data Extraction - SQL, REST API (Python requests library)
Data Structuring - R and Python
Data Analysis using Machine Learning - R and Python:
- Customer Segmentation
- Churn Prevention
- Lead Scoring
- Classification of Imbalanced Datasets
Data Visualisation - Automated Dashboard - RMarkdown, Plotly, Tableau Software
Web and Mobile Tracking - Adobe Analytics, New Relic
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QuintenApril 2015 - December 2016

Data Science Consultancy for the Pharmaceutical Industry (Sanofi, Servier, Genfit) and the Flavour and Fragrance Industry (Givaudan).

Example of projects conducted:
- Identification of patients at risk for a treatment
- Identification of patients to be treated without using an invasive method
- Prediction of Survival for Pancreatic Cancer
- New Drug Discovery to help Chemists in drug development
- Sales Forecast

Technical Skills involved:
- Machine Learning : Predictive and Prescriptive algorithms (Associative rules, Random Forests, Support Vector Machines, K-Nearest Neighbours, Kaplan-Meier estimator...)
- Programming using Python and R

Management Skills:
- Project Management, Team Management

Mes compétences

Unsupervised learning, Team management, Tableau Software, SQL, REST API, R Language, Python, Project Management, New Relic, Neural networks, Natural Language Processing (NLP), Marketing Strategy, Machine Learning, HDFS, Hadoop, Dataiku, Data Visualization, Data Mining