Sahar Nouri
Data Scientist
Toronto,Canada
Summary
An accomplished biostatistician with a strong foundation in advanced statistical methodologies and a focus on data-driven decision-making.
Demonstrated expertise in developing and deploying machine learning models, utilizing statistical programming languages such as Python and R. Proven ability to implement innovative data models, derive actionable insights, and proficiently use data visualization tools like Tableau, Power BI, and Matplotlib.
Solid experience in data analysis projects, including the development and implementation of predictive models for various business scenarios. Conducted comprehensive statistical analyses to extract actionable insights, showcasing strong analytical and problem-solving skills to address complex data challenges. Meticulous in cleaning and preparing data for analysis, ensuring data accuracy at every step.
Effective communication of data findings to both technical and non-technical stakeholders, coupled with a proven ability to collaborate seamlessly with cross-functional teams to achieve project goals.
Overview
10
10
years of professional experience
Work History
Business Analyst
McMaster University Continuing Education
04.2020 - 06.2020
- Led a project focused on classifying loans from the Lending Club dataset as fully repaid or not
- Utilized machine learning techniques, using Python, to develop a predictive model
- Implemented data preprocessing, feature engineering, and model evaluation strategies
- Presented findings to the marketing team, showcasing proficiency in applying statistical and machine learning concepts
- This experience expanded my skill set to include real-world applications of statistical and machine-learning methodologies in financial data analysis.
Visiting Researcher
McMaster University
11.2018 - 11.2019
- Conducted an in-depth analysis of the MACS dataset to identify and quantify the risks associated with different health outcomes among HIV-infected individuals
- Developed and applied advanced statistical methods, including Flexible Parametric Survival models and Competing Risks models, to enhance the precision of risk estimates
- Presented research findings at a conference hosted by the Faculty of Health Sciences, focusing on the application of competing risks models in understanding and predicting health outcomes among HIV-infected populations
- Collaborated with fellow researchers, contributing statistical expertise to interdisciplinary discussions and research projects
- Published research results in reputable journals, contributing valuable insights to the field of HIV epidemiology and statistical modeling
- This experience significantly expanded my expertise in advanced statistical methodologies and their application to complex public health challenges, specifically in the context of HIV research.
Biostatistician
Department of Medical Parasitology and Mycolog, TUMS
11.2016 - 08.2018
- served as a Biostatistician/Co-investigator within the Department of Medical Parapsychology and Mycology at Tehran University of Medical Sciences.
- Played a pivotal role in research initiatives related to parapsychology and mycology, providing statistical expertise to ensure rigorous study design and robust data analysis.
- Key Responsibilities and Achievements: Statistical Consultation: Provided expert statistical consultation to researchers, guiding study design, sampling strategies, and statistical methodologies.
- Data Management and Analysis: Led the statistical aspects of research projects, overseeing data management, conducting comprehensive statistical analyses, and ensuring data integrity.
- Report Writing: Generated detailed and insightful reports, interpreting statistical results for research publications, presentations, and collaborative projects.
- Generating Tables and Figures: Produced tables and figures to effectively communicate statistical findings, enhancing the clarity and impact of research outputs.
Genetic Data Analyst
Rheumatology Research Centre
01.2010 - 01.2012
- Spearheaded a population-based genetic study to identify the association between ERAP-1 and Ankylosing Spondylitis
- Conducted statistical analyses of genetic data, including Single Nucleotide Polymorphisms (SNPs) and haplotypesPublished research findings in prominent journals
- contributing to the understanding of genetic factors in autoimmune diseases These experiences underscore my versatility in applying statistical methodologies to diverse research domains.
- Participated in meetings with hospital staff members regarding the use of new technologies related to healthcare informatics. Generated comprehensive reports based on findings from medical data analysis activities.
Education
Certificate - Data Science
University of Guelph
09.2023 - Current
Doctor of Philosophy - Biostatistics
Tehran University of Medical Sciences
01.2021
Skills
- Attention to detail
- Communication skills
- Python (Programming Language)
- R (Programming Language)
- Machine Learning
- Data Visualization
- Statistical Data Analysis
- Data Preparation
- Problem Solving
- Teamwork
- Data Modeling
- Strong Work Ethic
- Report Preparation
- Data Mining
- Tableau
Work Preference
Work Type
Full TimeLocation Preference
RemoteHybridOn-SiteImportant To Me
Career advancementWork from home optionCompany CultureTimeline
Certificate - Data Science
University of Guelph
09.2023 - Current
Business Analyst
McMaster University Continuing Education
04.2020 - 06.2020
Visiting Researcher
McMaster University
11.2018 - 11.2019
Biostatistician
Department of Medical Parasitology and Mycolog, TUMS
11.2016 - 08.2018
Genetic Data Analyst
Rheumatology Research Centre
01.2010 - 01.2012
Doctor of Philosophy - Biostatistics
Tehran University of Medical Sciences
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