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.