Systems I have actually built—and the boundary of my ownership.
Real work is separated from planned capability. Sensitive client and customer data is never exposed.
01
Independent project · 2023
Selfiedreams / Alicem Generator
Problem
Personal image models needed an interface that friends could use without operating the inference stack directly.
What I built
Python/Streamlit interfaces with prompt input, text-to-image API requests, generation parameters and display of decoded image outputs.
My ownership
Personal model experiments, interface development and prompt-to-image API integration. This is a historical project, not a current hosted inference service.
Outcome / evidence
Original August 2023 source code and generated images preserved in the project archive.
PythonStreamlitREST APIGenerative AIPillow
02
Co-founder · Product & Engineering
Portföy Uzmanı
Problem
Private property inventory and live client demand were fragmented across messages, spreadsheets and personal networks.
What I built
A permission-aware PropTech network with property and professional profiles, role-based access, demand records, matching, operational dashboards and AI-assisted workflows.
My ownership
Product architecture, database model, frontend product system, matching logic, AI features and production delivery.
Outcome / evidence
182 verified professionals in five weeks with ₺0 advertising, as of 21 August 2026.
Hepsiburada · Data Scientist · Growth → Search/NLP
Search & Ranking Intelligence
Problem
Customers use incomplete and ambiguous language; the system must reliably rank the most useful products.
What I built
NDCG evaluation, a 20K-item human relevance workflow, reranking features, category scoring, brand popularity, typo/query work and experiment dashboards.
My ownership
Data analysis, modeling and feature development, relevance evaluation and experiment measurement.
Outcome / evidence
Four years of work across relevance, ranking, recommendation and query understanding.