Research & teaching portfolio
Computational Biology
& Bioinformatics
M.Sc. student · University of Göttingen
I connect biological questions with reproducible genomics workflows, statistical models, and careful machine-learning evaluation.
Open to HiWi, student research, internship, and thesis opportunities.
Explore the evidence
Bulk ATAC-seq analysis of mature and memory NK cellsA documented, donor-aware workflow for comparing chromatin accessibility across 10 public samples.Berlin Airbnb price predictionComparing predictive models, with a separate evaluation on previously unseen hosts.Linear models for biological dataWorked R examples connecting regression, model diagnostics, and interpretable effect plots.Explore my journey01 / Projects
Questions, methods, and my contribution.
A documented, donor-aware workflow for comparing chromatin accessibility across 10 public samples.
Bash · R · Python · FastQC · Bowtie2
My contribution: Workflow implementation, donor-aware analysis, documentation, and a synthetic demonstration.
Comparing predictive models, with a separate evaluation on previously unseen hosts.
Python · pandas · scikit-learn · PyTorch · Random forest
My contribution: Modeling, evaluation, and the final analytical summary within the three-person team.
Worked R examples connecting regression, model diagnostics, and interpretable effect plots.
R · Base R · car · effects · psych
My contribution: R workflows for model specification, diagnostics, and interpretable effect plots.
02 / Experience
From experimental biology to computational methods.
Milestone 1 of 11: Bulk ATAC-seq analysis
Jul — Aug 2026 · research
University Medical Center Göttingen
Built a reproducible donor-aware workflow comparing chromatin accessibility in mature and memory human NK cells.
Bash · R · Python · DESeq2 · MACS3 · HOMER
GitHub repository (opens in a new tab)University Medical Center Göttingen
Built a reproducible donor-aware workflow comparing chromatin accessibility in mature and memory human NK cells.
Read case studyUniversity of Göttingen
Deepening my ability to study biological systems through statistics, programming, and reproducible computation.
University of Göttingen
Teach weekly Python tutorials, support assignments, and mentor students through programming problems.
University of Göttingen
Created worked R examples for regression, interactions, diagnostics, and effect plots.
Read case studyTeam machine-learning project
Owned modeling, evaluation, and the final analytical summary for a price-prediction study with separate host generalization checks.
Read case studyLebanese American University
Contributed to laboratory research involving familial Mediterranean fever and APOE, IL-17, and MTHFR variants.
Lebanese American University
Helped students turn difficult genetics concepts into understandable problem-solving steps.
Chess Club & MEDLIFE
Served as Chess Club secretary and later acting vice president of MEDLIFE.
LeMSIC
Supported documentation and structured collection of COVID-19 information.
Independent student project
Explored a practical engineering response to infection-control challenges using ultraviolet sterilization.
Lebanese American University
Built a strong foundation in genetics, molecular biology, and experimental thinking, graduating with honors.
03 / Profile
Interests and supporting work.
My background in laboratory genetics shapes how I approach computational work: start with the biological question, inspect the data, and communicate what the analysis can support. Alongside my studies, I teach Python and help students work through programming problems.
Get in touch
Open to HiWi, student research, internship, and thesis opportunities.