// verified career · 2016 → now
Career — The Path So Far
From molecular dynamics at TÜBİTAK, to telecom-scale data science at Vodafone and Majorel, to building agent systems at Property Turkey. Each role taught the same lesson in a new language: reduce a messy, real system to a model you can trust.
Career timeline
Data Science Researcher / Bioinformatician
TÜBİTAK · Türkiye
Crossed from applied mathematics into bioinformatics and molecular biology — studying the F876L point mutation that flips the prostate-cancer drug enzalutamide from inhibitor to agonist.
- One-microsecond molecular dynamics simulations — stepping the forces on tens of thousands of atoms through time.
- The work became an abstract in the Biophysical Journal (2020).
- Established the "don't just fit the curve — model the mechanism" discipline I still use.
Data Scientist
Vodafone Future Lab
Brought the from-first-principles mindset to production data science on real, telecom-scale data.
- Analytics on large-scale telecom data — where the work stops being a notebook and becomes a service.
- Applied predictive modeling under production constraints.
- The bridge from research to shipped systems people rely on every day.
Senior Data Scientist
Majorel Türkiye
Senior role on large-scale telecom and customer-experience data — the commercial, real-world counterpart to the from-scratch library I kept building on the side.
- Advanced analytics over large customer-experience datasets.
- Ship-or-not mindset: results that drive decisions, not just insight.
- Meanwhile, kept building ML from scratch — 23 public repositories and counting.
LLM & Agentic AI Engineer
Property Turkey
The frontier: building agent systems end to end — orchestration, tool use, memory, and human-in-the-loop feedback loops composed into agents that get real work done.
- Agent orchestration and multi-step task decomposition.
- Beyond single agents, pursuing the swarm thesis — many agents, coordinated.
- LLM evaluation & observability as the discipline for shipping agents you can trust.
note · exact start date is masked on LinkedIn; this is the self-reported period.
// the through-line
One unbroken thread: I study intelligence from molecules to neurons to multi-agent systems. Math never waited for the code, and the code never waited for the math — the same discipline, applied to ever-larger and more coordinated systems.