I build and defend systems that don't fail quietly.

Problem.A century of national energy production, consumption, and policy data sat fragmented across CSVs and PDFs, unusable for evidence-based policy analysis.

Approach.Built a dynamic Turkish-language data portal consolidating 100 years of quantitative and qualitative energy data with time-series charts, sectoral distribution models, and interactive dashboards.

Result.Live national portal used by researchers and policy stakeholders under the project "Energy Strategies in the Second Century of the Republic".

Problem.Quantifying how music videos shape tourism perception requires large-scale, multi-language social media data plus cultural NLP processing.

Approach.Engineered the data infrastructure: YouTube API ingestion, ETL pipelines, NLP and ML models surfacing cultural and sociological signals about destination marketing on social platforms.

Result.National research project deliverable enabling marketing & sociology researchers to query patterns across thousands of cross-language music videos.

Problem.Zero-day and fileless malware evade signature-based detection and overwhelm analysts with raw memory artefacts.

Approach.Designed an automated memory forensics triage system on top of Volatility3 with unsupervised ML (Isolation Forest) over behavioural and graph-theoretic features to surface anomalous processes.

Result.Manuscript under review (Texas, USA). Co-authored with H. Coskun and R. Creutzburg.