Résumé
Muhammed Göktuğ Temiz
AI Engineer · Computer Engineer · Başakşehir / İstanbul, Türkiye
About
As an AI Engineer with a degree in Computer Engineering, I build LLM-based chatbot and AI agent systems, data processing pipelines and system integrations. I have hands-on experience setting up PII masking, read-only database security and Prometheus/Grafana-based observability layers in production environments. Using Python, REST APIs, SQL and Elasticsearch, I integrate AI-powered systems into real business processes and focus on building secure, scalable and maintainable products.
Experience
2026 · January – Present
AI Engineer · Telpass İletişim Hizmetleri A.Ş.
- Developed AI-based data processing, analysis and automation pipelines, optimising data collection, processing and reporting workflows.
- Built LLM integrations, AI agent architectures and enterprise AI chatbot solutions, enabling data enrichment, classification and business process automation.
- Developed REST API integrations, data processing services and inter-service communication components in Python.
- Designed API-based workflows and automations with n8n that connect different systems.
- Carried out data modelling, SQL optimisation and data management on MySQL and MariaDB. Built data search, indexing and filtering infrastructure with Elasticsearch.
- Set up server, application and service monitoring with Prometheus, Grafana and Zabbix, including performance tracking, alerting and observability dashboards.
- Contributed to managing and monitoring systems on Linux/Debian, Proxmox and container-based infrastructure.
2025 · April – May
Backend Developer (Intern) · Türkiye Finans Katılım Bankası
- Supported software development within the Credit Card Payment Systems department.
- Contributed to data analysis, SQL query optimisation and reporting on Microsoft SQL Server.
- Gained experience with service integrations and layered architecture in C#/.NET enterprise applications.
2023 · July – August
.NET Developer (Intern) · Memoria Bilişim ve Medya A.Ş.
- Built a blog platform with user and content management features using ASP.NET MVC, SQL Server and Entity Framework.
- Designed the application structure with a layered architecture and implemented database management and CRUD operations.
Education
2020 – 2025
BSc Computer Engineering · Giresun University
Bachelor's degree, Faculty of Engineering, Department of Computer Engineering.
Certificate
Cisco 1 – Computer Networking Fundamentals · Başakşehir Living Lab
Certificate of participation.
Skills
- Large Language Models (LLM)
- Retrieval-Augmented Generation (RAG)
- AI Agent Architectures
- Embedding & Vector Search
- Speech-to-Text (Whisper)
- AI Chatbot Development
- Prompt Engineering
- Python
- Data Processing & Automation
- REST API
- API Integrations
- Flask
- n8n
- Microsoft SQL Server
- MySQL / MariaDB
- Elasticsearch
- ELK Stack (Elasticsearch, Logstash, Kibana)
- SQL Optimisation
- Data Modelling
- Linux / Debian
- Proxmox
- Zabbix
- Prometheus
- Grafana
Languages
- English — B1
Selected projects
- Transify
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- AI Support Chatbot
A rule engine, live agent handoff and three-layer data safety.
- Data Processing & Automation Pipelines
Collection, enrichment, classification and reporting — in one flow.
- Monitoring & Observability Infrastructure
Server, service and application — all on the same screen.
- Averis Soft — Freelance Web & Software Work
From analysis to launch, delivered across eight different industries.
- Blog & Content Management Platform
The first end-to-end product I wrote with a layered architecture.
- Ask Göktuğ — Portfolio RAG Assistant
An assistant that ran on this site for a while: it cited its sources and did not make things up.