PN-001 / company product · Protalya Bilgi Teknolojileriselected work
luwi.io
Conversational hospitality software trusted by 100+ companies. I helped shape its AI architecture and conversational direction and contribute across its full-stack systems.
- Designed and implemented RAG and retrieval workflows, agent routing, tool/function calling, structured outputs and LLM integrations.
- Built the multilingual chat/inbox experience around history, customer context, media, replies, reactions, AI state and operational filtering.
- Built the flow management interface for structured journeys, routing decisions and multi-step workflows; support integrations and production troubleshooting.
PN-002 / my startup · founder · pre-alphaselected work
Docgrain
Source-linked company memory. Splits PDFs, spreadsheets and Word files into facts that each cite their page, cell or line, merges them across documents and languages, and asks a person when sources disagree. Publishes versioned JSON, tool specs and an MCP server for Claude and other assistants.
Python · FastAPI · workers · Next.js · PostgreSQL · Redis · MinIO · MCPPN-003 / billing operations automationselected work
LedgerPing
Turns Gmail billing signals into structured operational events and Slack alerts, with deterministic classification, idempotent sync, encrypted refresh tokens, validation, tests and scheduled execution.
Next.js · TypeScript · Gmail OAuth/API · Slack · PostgreSQL/DrizzlePN-004 / multilingual hospitality AI · research and engineeringselected work
HOSIA
Intent detection, entity extraction, department/agent routing and tool selection, informed by ontology-guided datasets, synthetic data workflows and evaluation across Turkish, English, German and Russian.
Multilingual NLP · agent routing · dataset design · evaluation