Emir Aydın
Emir AydınAI AUTOMATION
Emir Aydın
Gebze, Kocaeli, Turkey•Kyrenia University Graduate (2025)
AI AUTOMATION ENGINEER & PRODUCT BUILDER

AI Automation Engineer

Building AI Systems That Eliminate Repetitive Work.

I design and build AI agents, workflow automation systems, SaaS products and backend applications that reduce manual work and create measurable business value.

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Things I Build

Specialized software solutions focused on reducing manual overhead and driving operational efficiency.

PRODUCTION READY

AI Agents

Autonomous LLM agents with function calling, tool usage, and custom memory state.

PRODUCTION READY

SaaS Products

End-to-end multi-tenant web applications built for performance and scalability.

PRODUCTION READY

Automation

Custom Python & n8n event-driven pipelines integrating disparate business APIs.

PRODUCTION READY

Backend Systems

Robust microservices, database schemas, queues, and high-concurrency APIs.

PRODUCTION READY

APIs

RESTful & GraphQL interfaces built with strict validation, auth, and rate limits.

PRODUCTION READY

Internal Tools

Custom admin portals and workflow dashboards tailored for ops teams.

Currently Building

Active product development and research radar.

LIVE RADAR
Active Development

Logistics Marketplace & Operations Platform

Progress70%
In Progress

AI Business Automation Platform

Progress40%
Publishing Soon

Patient Supplement & Dosage Retention System

Progress95%
Coming Soon

AI Fleet & Vehicle Expense SaaS

Progress15%
ENGINEERING MINDSET
“I enjoy understanding complex business processes and transforming them into scalable software systems using AI, backend engineering and automation.”
Problem-First MindsetScalable ArchitectureAI Workflow Automation

Engineering Evolution

Evolution from hardware & vision systems to autonomous AI agents.

01

Robotics

Hardware control & microcontrollers

02

Computer Vision

Image processing & spatial AI

03

Full Stack

Modern web apps & UX

04

Backend

Scalable architecture & DBs

05

AI Automation

Workflow orchestration

06

AI Agents

Autonomous reasoning systems

FEATURED PROOF

Engineering Case Studies

Detailed breakdowns of software solutions built to solve real operational challenges.

Live

DentechPro

B2B Dental Product Search, Sales, Admin & WhatsApp Order Platform

Order Request Lead Speed< 5 Secs
Next.jsTypeScriptTailwind CSS v4shadcn/uiSupabase+1
Read Engineering Case Study
Active Development

CarryHub

Textile Logistics Marketplace & Operating System for Courier Routing

Dispatch Automation100%
TypeScriptNext.jsFastAPIPythonPostgreSQL+2
Read Engineering Case Study
Live

AI Smart Tech Advisor

AI-Powered Smart Home & Technology Advisory Platform

Recommendation Accuracy96%
TypeScriptNext.jsOpenAI APITailwindCSSVercel
Read Engineering Case Study
HONEST TECH MATRIX

AI Stack & Expertise

A transparent view of technologies I use in production, actively master, and explore.

LLM ModelsUsing in Production

OpenAI (GPT-4o / O3)

Used in live customer agents with structured JSON outputs and function calling.

Structured OutputsFunction CallingEmbeddings
LLM ModelsUsing in Production

Anthropic Claude (3.5 Sonnet / Haiku)

Primary model for complex code reasoning, architecture analysis, and long-context processing.

Code GenerationSystem PromptsArtifacts
LLM ModelsUsing in Production

Google Gemini (1.5 Pro / Flash)

Multimodal audio/video ingestion and high-throughput background processing.

MultimodalLarge ContextVideo OCR
Orchestration & FrameworksUsing in Production

Model Context Protocol (MCP)

Connecting LLM agents to internal databases, file systems, and external tools securely.

ProtocolTool IntegrationContext Routing
Orchestration & FrameworksCurrent Level

LangGraph / LangChain

Cyclic multi-agent orchestration, state persistence, and human-in-the-loop nodes.

Multi-AgentGraph StateHuman-in-loop
Automation & WorkflowsUsing in Production

n8n (Self-Hosted Workflow Engine)

Event-driven workflow automation connecting webhooks, databases, and AI nodes.

WebhooksCustom JS/PythonAPI Integration
CORE BELIEFS

Engineering Principles

The non-negotiable rules that guide how I architect software.

01

Eliminate repetitive work.

If a human repeats a digital task more than three times, it should be automated with code or AI.

02

Be measurable.

Engineering quality is judged by real business impact, latency reduction, cost savings, and operational speed.

03

Be maintainable.

Clean architecture, modular decoupling, and strong type safety outlive clever hacks and tech debt.

04

Be simple.

Avoid over-engineering. Choose the simplest architecture that solves the problem reliably without hidden complexity.

05

Solve business problems first.

Technology is a vehicle. The ultimate destination is solving human, customer, and operational pain points.

WHAT I DO

Core Engineering Services

High-impact technical services focused on AI integration and backend systems.

01 / 04

AI Agents Development

I build self-governing AI agents that handle customer support tickets, search internal knowledge bases, format structured data, and execute complex multi-step workflows without human intervention.

Function Calling & Webhook Triggers
RAG (Retrieval-Augmented Generation)
Multi-Agent Swarm Orchestration
Redis Session State & Memory
OpenAIClaudeLangChainn8nPgVectorPython
02 / 04

Business Automation Systems

Eliminate manual data entry and repetitive operations. I design resilient background pipelines using n8n, Python microservices, and message queues that synchronize inventory, invoice processing, and user notifications.

Event-Driven Webhook Pipelines
Custom n8n Workflow Nodes
Document Processing & OCR Pipelines
Automated Notification & SMS Queues
n8nPythonFastAPIDockerPostgreSQLRedis
03 / 04

Backend Systems Engineering

Clean backend engineering is the backbone of any software product. I design battle-tested database schemas, rate-limited APIs, authentication systems, and asynchronous workers that remain reliable under heavy load.

High-Concurrency Microservices
Relational & Document DB Schema Design
JWT & OAuth Security Implementation
Redis Caching & Rate Limiting
Node.jsTypeScriptPythonPostgreSQLPrismaDocker
04 / 04

SaaS Product Development

Transforming product visions into production-ready SaaS platforms. I handle full-stack execution: subscriptions, multi-tenant data isolation, responsive dark-mode UIs, fast API routing, and automated deployment.

Multi-Tenant Database Architecture
Stripe Billing & Subscription Queues
Fast Next.js App Router UI
Automated CI/CD Deployment
Next.jsReactTailwindCSSPostgreSQLStripeVercel
EXPERIENCE

Career Timeline

My path through engineering, enterprise systems, and product building.

Kyrenia University (Girne Üniversitesi)

2021 - 2025

Software Engineering (B.Sc.)

Graduated with a degree in Software Engineering, building strong foundations in computer science algorithms, system design, machine learning, and face recognition graduation project (PyuzTanima).

Specialized in Python, algorithms, database systems & computer vision
Graduation Project: PyuzTanima (Flask & OpenCV Face Recognition)

Novelty AI

06/2024 - 08/2024

AI Engineering Intern

Contributed to healthcare-focused AI and web development projects, leveraging Flask, OpenCV, and Machine Learning methodologies to build RESTful APIs and process visual data.

Developed Python RESTful APIs for healthcare computer vision models
Processed visual medical dataset pipelines and classification tools

32bit Bilgisayar Hizmetleri Ltd

06/2025 - 08/2025

Full Stack Developer Intern

Developed robust backend and frontend modules utilizing Java, Spring Boot, React, and PostgreSQL. Collaborated in agile environments, participating in technical planning and deployment.

Built enterprise backend services with Java & Spring Boot
Designed PostgreSQL database models and responsive React interfaces

Dentech Medikal

CURRENT
03/2026 - Present

IT & Software Specialist

Engineering AI-driven automation systems, knowledge base chatbots, QR participant tracking systems, and digital commerce platform migrations.

Engineered Python automation pipeline processing 35,000 webinar subtitle lines in < 1 minute
Built AI Customer Support Chatbot (chatbot_v1) answering 100+ business queries across 20 docs
Designed QR Participant System (qrcodeapp) with Google Workspace APIs for 75 badges
Led Wix to IKAS platform migration restructuring 330 products and 35 pages (dentechPro)

Independent Product Builder

CURRENT
2024 - Present

AI Automation Engineer & Software Product Builder

Designing and scaling autonomous AI agents, workflow automation pipelines, and SaaS products focused on solving real business problems.

CarryHub: Textile logistics marketplace & courier route optimization platform
Elem-AI: AI-powered business automation platform
B12 Reminder: Patient supplement dosage retention system
PyuzTanima: Flask & OpenCV Face Recognition System
GET IN TOUCH

Let's Build Something Impactful

Whether you need an AI agent system built, workflows automated, or a scalable backend product, I'm open for opportunities.

emraydin058@gmail.com