プロフィール詳細

プロジェクトを作成

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Itrat Z.に依頼

Pakistan

Freelance Computational Biologist | Expert in Omics Data Analysis and Machine Learning

プロフィール概要

Freelance Computational Biologist with expertise in omics data analysis and machine learning. Skilled in processing and interpreting complex genomic, transcriptomic, and multi-omics datasets to generate actionable biological insights. Proficient in R and Python for data analysis, statistical modeling, and machine learning workflows, with hands-on experience in Linux environments for high-throughput data processing. Experienced in designing reproducible pipelines, developing predictive models, and supporting research projects across genomics, transcriptomics, and systems biology. Dedicated to delivering high-quality, data-driven solutions to advance life sciences research.

専門分野

• ★ Computational Biology
• ★ Machine Learning
• ★ Bioinformatics
• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Cleaning
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Gene & Protein Expression Analysis
• ☆ Systems Biology
• ☆ Structural Bioinformatics
• ☆ R

サービス

• Writing
• Research
• Data & AI

Writing Medical Writing, Non-Medical Regulatory Writing, Technical Writing, Creative Writing, General Proofreading & Editing

Research Feasibility Study, Gray Literature Search, Scientific and Technical Research, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing, Data Insights

職務経験

Content Developer & Instructor

AI and Biotechnology/Bioinformatics

1月 2025 - 現在

学歴

Master in Public Health

Shaheed Zulifkar Ali Bhutto Institute of Science and Technology - Pakistan

10月 2019 - 7月 2023

認定資格

• Bioinformatics for Biologists: An Introduction to Linux, Bash Scripting, and R

  Wellcome Connecting Science Engagement and Society

  5月 2025 - 現在

• ISB Microbiome Course 2024-Gut Microbial Data Analysis

  Institute for Systems Biology (ISB)

  10月 2024 - 現在

• Epidemiological Report Writing

  Shaheed Zulfikar Ali Bhutto Institute of Science and Technology

  8月 2023 - 現在

出版物

JOURNAL ARTICLE

Zehrh, Khan, Asif, MG, Arshad, Changez (2024). Fertility patterns in Pakistan: a comparative analysis of family planning trends across different geographic regions . Rural and Remote Health.

CONFERENCE POSTER

(2024). Non-Invasive Identification of Insulin Resistance by Machine Learning Based Salivary Transcriptomic Biomarkers Analysis . Unpublished. Unpublished

(2024). Identification of Potential Biomarkers for Breast Cancer through Machine Learning Approach . Unpublished. Unpublished

(2023). Machine Learning Based Approach for gene expression analysis to predict Intrauterine Growth Restriction (IUGR) and Pre-eclampsia(PE) . Unpublished. Unpublished

PREPRINT

Itrat Zehrh, Umme Habiba, Matilde Rosalia Picco, Sidra Hafiza Bashir, Umer Abdul Rehman, Owaisa Haider, Shahzaib Khoso (2023). Metagenomics and Machine Learning-Based Precision Medicine Approaches for Autoimmune Diseases .