AI-Native Software Engineering
A living portfolio powered by an intelligence layer.
Ask about projects, technical capabilities, GitHub evidence, or role compatibility.
Intelligence console ready.
Ask about projects, technical capabilities, GitHub evidence, or role compatibility — answers come with proof.
Featured System
A deployed, working ML system — from model training to a live threat dashboard anyone can open.
Real-time network threat classification dashboard using neural networks. React dashboard talking to a Flask inference API; a TensorFlow/Keras neural network classifies network traffic into threat categories in real time.
Selected Engineering Systems
Synced from GitHub — ask the AI about any of them.
Factory operations dashboard for monitoring equipment health, metrics, and machine alerts — an Angular 20 console backed by a JWT/RBAC-secured FastAPI and PostgreSQL API.
Recipe-sharing platform with JWT authentication, ratings, reviews, favorites, and an admin area — React frontend over an Apollo GraphQL API on MongoDB.
Real-time IoT solar panel monitoring system built with Python, MQTT, and Tkinter
A backend-focused project exploring domain-style user, role, and access control concepts.
REST API built with FastAPI, PostgreSQL, and Docker
This site — an AI-first portfolio where visitors talk to Cem's assistant, grounded in his real GitHub work.
Technical Capability Map
The systems Cem works across, and how they connect.
CEM BESLI
Systems in Training
Service design & API engineering
Relational modeling & persistence
Containers, systems & workflows
Product surfaces & interfaces
Intelligence & automation layer
Future Systems · Roadmap
Concepts in design — the direction Cem is building toward next.
An AI agent that breaks vague software ideas into clear requirements, task lists, architecture decisions, and implementation plans.
Planned stack
A multi-agent software development system with a project manager agent, coder agent, reviewer agent, and QA agent.
Planned stack