I'm a Master's student in Biomedical Technology at Dokuz Eylül University, İzmir. My lab background is in virology, vaccine development and molecular biology; my computational work covers deep learning, immunopeptidomics, molecular modelling and multi-omics. My current research focuses on deep learning–based prediction of protein–protein interactions.
What I care about most is research that can be checked. My recent projects are preregistered where possible, log every decision, and keep withdrawn results on the record rather than quietly removing them.
What I do
At the bench
- Virus propagation & attenuation in embryonated eggs
- Vaccine formulation, animal trials & antibody analysis
- PCR, DNA/RNA extraction & molecular biology
- Microbial culture & antimicrobial assays
- In vitro testing of plant extracts
On the computer
- Deep learning for peptide & protein data
- Immunopeptidomics & mass-spectrometry reanalysis
- Molecular docking & dynamics simulation
- Multi-omics, statistics & visualisation
- Reproducible, preregistered pipelines
Bench toolkit
Molecular biology
- PCR & PCR-product purification
- DNA/RNA extraction
- DNA isolation & quantification
- Restriction digestion
- Agarose gel electrophoresis
Microbiology & antimicrobial
- Microbial cell culture
- Morphological & biochemical assays
- Cell counting
- Antibiotic potency assay
- Disc diffusion screening
- Serial dilution (MIC)
Immunoassays
- ELISA
- Hepatitis-B detection (kit)
Virology & vaccines
- Viral replication in chick embryo
- Attenuation by serial passage
- Vaccine formulation with adjuvant
- Vaccine trials in chickens
- Antibody analysis
Biochemistry
- Carbohydrate, protein & sugar assays
- Molisch, Benedict, Ninhydrin, Biuret, Nelson–Somogyi
Analytical & separation
- Paper & column chromatography
- Ion-exchange column (resin)
- Water analysis: pH, turbidity, BOD, DO, membrane filtration
Computational toolkit
PythonPyTorchNumPy / SciPypandasscikit-learnMatplotlib
ESM-2MHCflurryNetMHCpanBiopythonDocking & MD
Jupyter / ColabDockerGit
Training
- 2025Research and Career Development in Biomedical and Health Sciences
- 2022Developing a Human Liver Cell Atlas using single-nucleus RNA sequencing and spatial transcriptomics
- 2022RNA-seq Data Analysis
Leadership & volunteering
- ClubHELIX — Khulna University Biotech Club
- İzmirİzmir International Students Association
- CommunityVolunteering
Languages
Bengali — nativeEnglish — C1Turkish — C1