AI Engineer building production systems end to end — computer vision (YOLO/ONNX, real-time detection) and RAG/LLM agents

devto

github

Ahmet Özel  • Peerlist

Multi-department AI workflow automation platform. Agentic workflows with MCP integration, Temporal workers, webhook gateway, admin dashboard and a Streamlit UI in a single Docker Compose stack. Currently integrated with Atlassian (Jira), designed to extend to other platforms.

Agentic Workflow Automation Platform

Live document chunking and embedding API for RAG pipelines. Sentence-aware chunking and BAAI/bge-m3 embeddings, with CPU/GPU/cloud backends, auth and rate limiting.

Document Chunking & Embedding API

Real-time license-plate recognition product (YOLO, ONNX, OCR) on the Microsoft Store, for parking and site access control.