Johann Plantin
Montreal,QC
Summary
Experienced Data Scientist adept at proficiently collecting, refining, and structuring data to cater to both technical and non-technical stakeholders. Possesses an advanced grasp of machine learning techniques and predictive modeling, particularly in quantitative data analysis and computer vision applications. Known for exceptional organization, motivation, and diligence, with a robust background in medical research, specifically within the domains of Immunology and Microbiology.
Overview
5
5
years of professional experience
Work History
Agent of Programming, Planning and Research
Centre Hospitalier De L'Université De Montréal
2023.07 - Current
Collaborate closely with clients to discern their requirements for developing dashboards tailored to hospital environments. Skillfully extract, transform, and cleanse data to ensure its reliability as a foundation for crafting these dashboards. Additionally, spearhead the creation of comprehensive documentation outlining gold standard practices within the team, fostering a robust framework that promotes reproducibility and transparency in methodologies.
Assistant Recherche
CRCHUM
2020.05 - 2022.09
Essentially worked as a data scientist on varying types of projects such as:
- Neurological death classification using deep learning.
- Establishing pipelines for the extraction, cleaning and formatting of hospital patient metadata.
- Synthetic data generation and evaluation.
Clinical Research Assistant
Jewish General Hospital
2019.04 - 2020.04
Was in charge of a pharmaceutical study that studied the potential impact of a drug in the setting of metastatic castration resistant prostate cancer in a double-blind randomized trial.
Education
Master of Science - Computational Medicine
Universite De Montreal
Québec, QC05.2023
Master of Science - Immunology And Microbiology
Universite De Montreal
Québec, QC05.2018
Skills
- Unstructured Data
- Gradient Boosting
- Logistic Regression
- Statistical Analysis
- Data Quality Assessment
- Machine Learning
- Outcome Predictions
- Methodology Implementation
- Computer Vision
- Presentation Skills
- PowerBi and PowerBI Services
- SQL
Accomplishments
Scholarship: "Bourse en intelligence artificielle 2022-2023" from Université de Montréal - Études supérieures et postdoctorales.
Master's Thesis: Universite de Montreal · Oct 11, 2018: Profil transcriptionnel de lymphocytes T CD4+ infectés par le VIH-1 de manière latente chez des individus sous trithérapie antirétroviraleProfil transcriptionnel de lymphocytes T CD4+ infectés par le VIH-1 de manière latente chez des individus sous trithérapie antirétrovirale. Available on: https://papyrus.bib.umontreal.ca/xmlui/handle/1866/21378
Publication: Inducible HIV RNA transcription assays to measure HIV persistence: pros and cons of a compromiseInducible HIV RNA transcription assays to measure HIV persistence: pros and cons of a compromise. Retrovirology · Jan 17, 2018. https://retrovirology.biomedcentral.com/articles/10.1186/s12977-017-0385-y
Language Skills
Perfectly bilingual (French and English)
Intermediate (Portuguese and Spanish)
Timeline
Agent of Programming, Planning and Research
Centre Hospitalier De L'Université De Montréal
2023.07 - Current
Assistant Recherche
CRCHUM
2020.05 - 2022.09
Clinical Research Assistant
Jewish General Hospital
2019.04 - 2020.04
Master of Science - Computational Medicine
Universite De Montreal
Master of Science - Immunology And Microbiology
Universite De Montreal
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