AI Automation · Software Engineering · AI Integrations

Computer Engineering graduate and founder of S-AI Media Works. I build AI-enabled applications and automations that connect LLMs to external tools, services and data through REST APIs, webhooks and MCP (Model Context Protocol) — with a second strong area in digital media and generative-AI content production.

• 🔭 Currently building AI automation and integration projects at S-AI Media Works
• 🧰 Python · JavaScript/TypeScript · PHP/Laravel · C#/.NET · PostgreSQL/MySQL · Docker · Linux/NGINX · AWS
• 🤖 LLM & AI API integrations · MCP servers · REST APIs · webhook-based automations
• 🎬 Generative-AI video and social content (Kling, Google Veo, Seedance, GPT Image; Adobe Premiere/After Effects)
• 🌍 Open to relocation (EU / UK) · English (C1), Turkish (native), Polish (intermediate)

• langgraph-service-kit — a FastAPI service for LangGraph agents: typed triage graph, Pydantic structured outputs, deterministic test backend, eval harness, Prometheus metrics, Docker, Kubernetes and CI.
• inference-service-bench — ONNX Runtime image classifier with micro-batching, an LLM gateway that measures TTFT and tokens/s, and the load generator that benchmarks them.
• careos — telecare incident-orchestration platform (in development): FastAPI modular monolith, PostgreSQL state machine and audit trail, escalation worker, WebSocket operator board.
• onair-newsroom — automated breaking-news desk for live streams: scores and deduplicates X posts and airs them on an OBS browser-source overlay.
• content-ops-mcp — a Python MCP server that lets an LLM client manage a social-media content calendar and send webhook notifications. Tools + resource, pytest tests, Docker.
• emlakpro — an AI-powered operating system for estate agencies. NestJS modular monolith, Postgres (pgvector), Redis, MinIO, in a pnpm/turbo monorepo. Source-available.

• 🌐 Portfolio: https://saimediaworks.com.tr
• 💼 LinkedIn: https://www.linkedin.com/in/sergensahin
• 📫 sergensahin96@gmail.com