Summary
Overview
Work History
Education
Skills
Accomplishments
Language Skills
Timeline
Generic

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
07.2023 - 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
05.2020 - 09.2022

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
04.2019 - 04.2020

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, QC
05.2023

Master of Science - Immunology And Microbiology

Universite De Montreal
Québec, QC
05.2018

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
07.2023 - Current

Assistant Recherche

CRCHUM
05.2020 - 09.2022

Clinical Research Assistant

Jewish General Hospital
04.2019 - 04.2020

Master of Science - Computational Medicine

Universite De Montreal

Master of Science - Immunology And Microbiology

Universite De Montreal
Johann Plantin