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Shreya Sharma

Shreya Sharma

Bioinformatics Data Scientist

Services provided: Data analysis , Data science , Healthcare Data Analytics

Healthcare

Toronto, Ontario
$30 / hour
Approximate rate

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About Shreya Sharma:

• Programming languages: Python, R, Shell Scripting, Perl
• Database design, querying and management in SQL
• Data Analysis: Exploratory Data Analysis, Feature Engineering, Data Cleaning, Data Visualization
• Tools and Libraries: TensorFlow, PyTorch, Scikit-learn, NumPy, pandas, matplotlib, seaborn
• API and Web Development: Making requests from API REST in Python, building web applications using Dash or Flask or Rshiny
• Pipeline automation using Nextflow, CWL framework
• Machine Learning: Supervised and Unsupervised Learning
• Environment management - Docker, Conda
• Effectively conveying technical findings to non-technical stakeholders, presenting insights through data visualizations

Experience

06/2022 - 05/2023
Bioinformatics Data Scientist: PharmaFace | Illumina
• Leveraged Rshiny to develop web applications for user interactive tertiary analysis of genomic data involving data pre-processing, clustering, and normalization techniques.
• Automated data analysis workflows to study differential gene expression.
• Deployed webapps and workflows under docker environment, following industry standard practices.
• Developed effective visualisations to communicate the findings to stakeholders which contributed to business decisions.

Education

01/2023 - 05/2024 MSc, Applied Modelling and Quantitative Methods
• Trent University, Canada
• Ongoing
07/2017 - 05/2019 MSc, Bioinformatics and Applied Biotechnology
• IBAB, University of Mysore -

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