Oriane Peter
Field of Study
Data Science
About
Data Scientist
Finishing my Master in Data Science where I acquired skills and practices in the field of computer vision, natural language processing, deep learning, unsupervised learning and data analysis. Strong background in bioengineering. Interested in sustainability, digital health, scientifique communication, journalism and literature.
Skills
Algorithms
Apache Spark
Artificial Intelligence
Big Data Analytics
Bioengineering
C++
Computer Vision
Data Analysis
Data Intelligence
Data Science
Data Visualization
Deep Learning
Graph Theory
Machine Learning
MySQL
NLP
Python
Signal Processing
Unsupervised Learning
Open for
fulltime
internship
cofounder
Work Experience
Knowhere news
2019-07 - 2019-09
Intern
Remote
internship
I worked on refining the news article processing pipeline. This included: - Development of natural language processing models for filtering out certain articles - Complilation of free text dataset and automatisation of dataset annotation - Refinement of NLP models by hyperparameter fine-tuning and co-training
Novartis
2020-09 - 2021-02
Intern
Basel-Stadt
internship
Intern in Center of Excellence for Real World Evidence Partnership & Innovation group: - Perform structured assessment of data-generating platform in the domain of digital health - Guide near-term investments in Real World Data asset
Novartis
2021-03 - 2021-08
Master Thesis
Basel-Stadt
thesis
Patient subtyping based on bi-directional patient representation derived from EHR data using state of the art NLP techniques
Academic Experience
École polytechnique fédérale de Lausanne -
2015.08 - 2018.07
Bachelor of Science, BSc in Life Science
École polytechnique fédérale de Lausanne -
2018.09 - 2021.08
Master of Science, MSc in data science