RAG systems, data pipelines, and automation platforms. I don't just write code — I architect the system, build it, deploy it, and keep it running in production.
Building systems. Solving processes.
My focus isn't just building screens — it's understanding real problems and turning them into working, scalable systems. From RAG-based document intelligence to survey-data classification engines, from automation pipelines to cloud migrations, I've built systems that run in production.
I currently work as a Software Engineer at Native AI, shipping production AI and data infrastructure: RAG systems over meeting and document data (Supabase pgvector, OpenAI), async data-processing pipelines with FastAPI + Celery + Redis, and cloud-native deployments on AWS ECS Fargate (RDS, Secrets Manager, Cloud Map, CloudWatch) with GitHub Actions CI/CD.
Core focus areas and the types of problems I solve.
Retrieval-augmented generation over documents and meetings. Vector search with Supabase pgvector, Pinecone, OpenSearch and BGE-M3 embeddings; scope-first retrieval, semantic search, and multi-intent query routing.
Complex n8n workflows on self-hosted infrastructure. Multi-intent routing, webhook orchestration, and LLM-integrated pipelines — collection, transformation, reporting, and notifications in one system.
Survey/SPSS/interview/review data classification and transformation. Parse-time classifiers (deterministic heuristics + calibrated logistic regression), async processing with Celery/Redis.
Production services on AWS ECS Fargate, RDS PostgreSQL, Secrets Manager, ECR, Cloud Map and CloudWatch. Docker multi-container architectures and GitHub Actions CI/CD (auto-review → staging → prod).
REST APIs with FastAPI, Celery, Redis; JWT auth boundaries, Alembic migrations, and PostgreSQL. Async worker architectures and scalable service design.
User-focused mobile apps with iOS/SwiftUI and Flutter. Projects enriched with on-device ML (TensorFlow Lite), OpenAI integration, and Firebase backend.
Brands I've built software, automation and infrastructure for.
Tools and technologies in my daily workflow.
iOS app development with UIKit and SwiftUI. Architectural patterns, state management, and deployment processes.
User interface design with Figma. Applied design decisions across mobile and web projects.
Comprehensive training in frontend/backend development, database design, API architecture, security fundamentals, and AI integration.
Have a project in mind? You're in the right place.
Share your project idea, technical requirement, or collaboration proposal. I respond promptly.
Ankara, Turkey