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05 / 07Averis Soft — Freelance Web & Software Work

Project 5 of 7

Averis Soft — Freelance Web & Software Work

From analysis to launch, delivered across eight different industries.

Corporate sites, e-commerce, booking systems and admin panels — web projects delivered end to end for clients across a range of industries.

Role
Founder · Freelance
Live demo (opens in a new tab)

Stack

  • Corporate web
  • E-commerce
  • Booking systems
  • Admin panels
  • Multilingual
  • SEO

Problem

Small and mid-sized businesses rarely need just one thing. A company that needs a corporate site asks for a booking system six months later and an admin panel a year after that. Solving those with disconnected tools means starting from scratch every time.

Solution

Averis Soft delivers projects covering the whole process from analysis to launch: corporate websites, e-commerce platforms, booking and reservation systems, admin panels, and automation built for a specific process.

Some of the work shipped so far:

  • Connect2Taxi ↗Multilingual booking platform for a Dutch taxi and transfer company (opens in a new tab)
  • YN Lojistik ↗Corporate site for an Istanbul-based logistics firm (opens in a new tab)
  • Dt. Ömer Albayrak ↗Multilingual corporate site for a dental clinic (opens in a new tab)
  • Clinic Booking System ↗Online appointment management and calendar panel (opens in a new tab)
  • Kalaysan Metal Alaşım ↗Product showcase for a tin and nickel alloy producer (opens in a new tab)
  • Alkay Medya ↗Portfolio site for a digital media agency (opens in a new tab)
  • Proes Elektrik ↗Corporate site for an electrical contracting firm (opens in a new tab)
  • Akel Elektrik Elektronik ↗Corporate site for a satellite and electrical service provider (opens in a new tab)

Architectural decisions

Multilingual support was never a bolted-on layer. On projects like Connect2Taxi and Dt. Ömer Albayrak the audience spoke more than one language from the start. Content structure, URL scheme and SEO tags were designed to be multilingual; translation was not squeezed in afterwards as a plugin.

The booking system was treated as its own product. The clinic booking system is not a form embedded in a corporate site — it is an independent application on its own subdomain with its own panel. Redesigning the site therefore does not mean touching the booking flow.

SEO was solved on the technical side. Semantic markup, a correct heading hierarchy, meta and OG tags, sitemaps and speed optimisation are standard on every project, so the technical ground is ready even before the content is filled in.

Outcome

Eight projects are live across logistics, healthcare, manufacturing, electrical contracting, media and transport. Online Pazaar, currently in development, is being built as a multi-vendor e-commerce marketplace.

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AI Engineer · Computer Engineer

MuhammedGöktuğ Temiz

I build products where AI meets data systems.

Computer engineer working on AI-driven systems, data pipelines and system integrations. I design automation-oriented, scalable structures that turn complex raw data into something meaningful and usable.

See my workGet in touch
Location
Başakşehir / İstanbul, Türkiye
selected projects
7
Muhammed Göktuğ TemizOpen to new projects

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.

Role
AI Engineer · Computer Engineer
Location
Başakşehir / İstanbul, Türkiye
  • Large Language Models (LLM)
  • Retrieval-Augmented Generation (RAG)
  • AI Agent Architectures
  • Embedding & Vector Search
  • Speech-to-Text (Whisper)
  • AI Chatbot Development
  • Prompt Engineering
  • Python
Meetings processed on Transify
500+
Languages supported
50+
Turkish transcription accuracy
95%+
Chatbot regression tests
107

Projects

Ask Göktuğ — Portfolio RAG Assistant
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01 / 07

Résumé

Muhammed Göktuğ Temiz

AI Engineer · Computer Engineer

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
web version →Download CV (EN)View CV ↗

Writing

  • 14 October 2026Cutting my RAG assistant's first word from 50 seconds to 4The first version of the RAG assistant I built for my portfolio kept visitors waiting 25–50 seconds before an answer began. What I measured, what I kept on my server and what I moved to the cloud, and what that decision cost.→
  • 14 October 2026Connecting an AI bot to a production database: three layers of read-onlyA support bot had to read live MySQL without ever writing a single row. Why I built three layers instead of trusting one safeguard, and how I masked sensitive data before it could ever reach the logs.→

Contact

Got something in mind?

If you want to talk about AI, data systems or automation work, drop me a line — I usually reply the same day.

goktugtemiz60@gmail.com
  • GitHub ↗
  • LinkedIn ↗
  • WhatsApp ↗