🧪 Wet-Lab Skills

Core Molecular Techniques

• Sanger Sequencing (sample preparation → cartridge loading → sequencing → chromatogram analysis)
• DNA & Protein Isolation
• Gel Electrophoresis (Agarose & PAGE)
• Polymerase Chain Reaction (PCR) & qPCR
• Centrifugation & Sample Fractionation
• Karyotyping
• Plant Extract Preparation
• Organic Compound Isolation & Fractionation

Biochemical & Cellular Assays

• Phytochemical Screening
• Anti-inflammatory Assays
  • Protein Denaturation Assay
  • Membrane Stabilisation Assay
• Determination of Blood Components

🧬 Dry-Lab / Computational Biology Skills

 

Molecular Docking & Drug Discovery

• AutoDock • PyRx • Schrodinger Suite
• GROMACS (MD Simulation)
• LigandScout
• Discovery Studio
• SwissADME / SwissModel
• MarvinJS
• GaussView • Gaussian • Gabedit

Bioinformatics & Structural Tools

• Cytoscape (Network Analysis)
• STRING (Protein Interactions)
• GEO • ArrayExpress (Transcriptomics)
• NAMD • VMD
• MEGA (Phylogenetics)
• IPA (Pathway Analysis)
• DFT-based analysis

Statistical & Visualization Tools

• GraphPad Prism
• OriginPro

💻 Programming, Operating Systems & Software Tools

Programming & Script-Based Tools

• R (Data analysis • ggplot2 • Bioconductor packages)
• Python (Biopython, Pandas, Numpy)
• HTML/CSS
• SPSS

Operating Systems

• Linux (Ubuntu) – command-line workflow, bash scripting
• macOS
• Windows

Documentation & Productivity

• LaTeX
• MS Word, Excel, PowerPoint

🎓 Additional Training & Certifications

🧬 Sanger Sequencing Training — FGPL, University of Chittagong

• Sample preparation & purification
• Cartridge filling
• Sequence loading & run execution
• Chromatogram interpretation
• Troubleshooting workflow

🔬 Research Methodology — BRAC University (Red & White)

• Research proposal writing
• Scientific project design
• Basic bioinformatics tool

🩺 Diabetes Course — University of Copenhagen (Coursera)

• Diabetes pathophysiology
• Clinical management & treatment strategies
• Epigenetic factors
• Diet–exercise interactions

💡 Advanced Bioinformatics & Data Analysis — NextGenHelper, India

• Biological network construction & Cytoscape
• Microbiome data analysis
• Python for bioinformatics
• Biopython pipeline development
• R + RStudio for statistical analysis
• ggplot2 visualization
• Linux command-line workflows
• NGS Techniques
  • Data filtering
  • Whole genome assembly
  • Genome annotation
  • RNA-seq analysis
  • GWAS analysis
  • Variant analysis

💻 Linux Training — Bioscience Factory Research Center, Bangladesh

• Linux essentials
• Bash scripting for biologists
• File/data handling
• Pipeline automation