Skills
🧪 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
💻 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
