プロフィール詳細

プロジェクトを作成

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Mahan B.に依頼

Italy

MSc Bioinformatician | Published Researcher | Python · R · ML · QSAR · Drug Discovery · Multi-omics

プロフィール概要

I am an MSc Bioinformatics student at the University of Bologna with a published paper in Computers in Biology and Medicine (Elsevier, 2025) on QSAR modeling and molecular docking for anticancer drug targeting. My technical work spans supervised ML pipelines, deep learning (CNN+BiLSTM, ESM-2 embeddings), multi-omics integration, methylation analysis, and sequence-based bioinformatics — implemented in Python (scikit-learn, PyTorch) and R/Bioconductor. I offer freelance support for: data analysis and visualization, ML model development for biological datasets, QSAR/molecular docking workflows, bioinformatics pipeline setup, statistical analysis for research projects, and scientific writing or manuscript proofreading. I have a clinical background in medical laboratory sciences (hematology rotations), which makes me comfortable working across both wet-lab and computational contexts.

専門分野

• ★ Bioinformatics
• ☆ Molecular Docking
• ☆ Molecular Biology
• ☆ Omics
• ☆ Comparative Genomics
• ☆ Epigenetics
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Deep Learning
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Structural Bioinformatics
• ☆ Python
• ☆ R

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Medical Writing, Technical Writing

Research Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

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

職務経験

Student

University of Bologna

10月 2024 - 現在

Internee

Shahid Rajaee Cardiovascular Center

10月 2022 - 7月 2023

学歴

Masters in Bioinformatics

University of Bologna

10月 2024 - 現在

認定資格

• Genomic Data Science Specialization

  coursera

  8月 2025 - 現在

出版物

JOURNAL ARTICLE

Mahan Balooei, Shiva Farmani, Najme Dehghanbanadaki, Havva Mehralitabar, Hanieh Sabaghian, Hossein Naderi-Manesh (2025). Mechanism-based targeting of lactate dehydrogenase tetramerization by naturally derived compounds: A survey of molecular docking, molecular dynamics, and QSAR analysis . Computers in Biology and Medicine.