Résumé
https://www.linkedin.com/in/robin-biron-48448282/
Expériences professionnelles
R&d data scientist
MICHELIN (MANUFACTURE FRANCAISE DES PNEUMATIQUES) , Clermont ferrand
De Octobre 2020 à Aujourd'hui
building an online email spam detector from scratch using machine learning
Data Scientest , Paris - Autres
De Juin 2020 à Septembre 2020
• Applied machine learning to a supervised classification problem. NLP
project as a team. Data cleaning, creation of new features. SVM models,
logistic regression and random forest
• Wrote an article for the e-learning company Datascientest.com
http://studio.datascientest.com:2652/
• Implemented, designed and shipped to production an Email Spam
Detector Using NLP, python, css, streamlit, github and heroku
https://spam-detector-online.herokuapp.com/
• My GitHub profile: https://github.com/spawnersky
Formation complémentaire
Data Scientist Bootcamp
Data Scientest - 11-week-bootcamp in Data Science (~400 hours) in partnership with Sorbonne University
2020 à 2020
The data scientist bootcamp by datascientest is an intensive online and human hybrid training. Each concept being verified by a timed exam and corrected by hand by qualified data scientists.
Syllabus:
- OOP in Python
- Data processing and cleaning: Numpy & Pandas
- Machine Learning : Scikit-learn
- Models : Logistic Regression, SVM, k-NN, Nearest Centroid, Decision Trees, Random Forests, Gradient Tree Boosting, Voting Classifier, K-Means & Hierarchical Clustering, PCA, Bagging, Boosting
- Dimensionality reduction
- Text mining : NLP, sentiment analysis, regular expressions, bag of words, wordclouds, NLKT
- Web scraping : BeautifulSoup (static method)
- Time Series Analysis : Statsmodel
- SQL : SQLAlchemy, SQLite
- NoSQL : MongoDB
- Graph Theory : NetworkX
- Deep Learning : Keras, TensorFlow, Word2vec
- Data Visualization : Matplotlib, Seaborn, Bokeh
- Big Data : PySpark
- Reinforcement Learning
- Computer Vision: OpenCV
- Streamlit for data science web applications
Parcours officiels
Langues
Français - Langue maternelle
Anglais - Courant
Allemand - Courant
Espagnol - Notions
Compétences
Centres d'intérêt
- Randonnée
- Crossfit
- Billard
- Trail
- Jeux de cartes
- Piano
- Théâtre