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Umut Derebek

Fullstack Developer · SICPA Turkey

Umut Derebek

I build enterprise web, mobile and AI systems — end to end.

Since 2015 I have been shipping software with Laravel, .NET, React Native and LLM-based systems — for companies and for my own products.

Explore projectsGet in touch Çankaya, Ankara, Türkiye
years of experience
10+years of experience
companies
6companies
shipped products
3shipped products
Cisco certifications
3Cisco certifications
Portrait of Umut Derebek
▸ RAG · LLM · DPO
Laravel · .NET · Next.js

01About

Hello, I have been dealing with software since 2015. I have built projects with many languages and frameworks such as C#, PHP, Laravel, Vue.js, Livewire, CodeIgniter, WordPress, React Native and Flutter. In recent years I have focused on enterprise web applications, cross-platform mobile apps, container orchestration with Docker & Kubernetes, message-driven systems with RabbitMQ, and LLM / RAG based AI chatbots — including a feedback-driven DPO preference-dataset pipeline and local model serving with Ollama.

Location
Çankaya, Ankara, Türkiye
Languages
Turkish (Native) · English (B2 · Upper-intermediate)

What I focus on

02Selected Projects

Work I have built end to end — at work and in my own time.

Personal & mobile4

Hobby project · 2026 – present

Piscatorium

Sea & freshwater angling platform (web & mobile)

A fishing map that started in Türkiye and now spans 34 countries: species, regions, fishing grounds, techniques, baits/lures and tackle recipes, with a condition-based bite-score engine, interactive maps and a catch-log community. Weather, spots and legal size/season rules on one screen.

fishing grounds
26,248fishing grounds
countries
34countries
fish species
429fish species
languages
8languages
  • Laravel 13
  • PHP 8.3
  • PostgreSQL / PostGIS
  • Redis
  • Vue 3
  • Tailwind CSS 4
  • Vite

Personal · published on iOS & Android

Dareaplan

Personal & family finance planner

Multi-currency budgeting app: income/expense tracking, savings goals, investments, shared family plans and AI receipt scanning.

  • React Native (Expo)
  • TypeScript
  • Laravel 12
  • MySQL
  • Firebase

Personal · published on the App Store

MindTap

Grid-based memory game

A pattern-memory mobile game with progressively larger grids (3×3 up to 8×8) and increasing difficulty — daily challenges, a global leaderboard, achievements and neon themes.

  • React Native (Expo)
  • TypeScript
  • Reanimated
  • Firebase
  • RevenueCat

Personal · R&D

AI Receipt OCR

Receipt OCR & document tools

A set of OCR + LLM tools for extracting structured data from Turkish receipts and documents.

labelled receipts
2,800labelled receipts
  • Python
  • MLX / MLX-VLM
  • Qwen2-VL
  • LoRA
  • Flask
  • OpenCV
  • PaddleOCR / EasyOCR / Tesseract / TrOCR

At SICPA4

SICPA Turkey · 2023 – present

Corporate AI Chatbot

Multi-agent RAG & LLM fine-tuning pipeline

A fully local, department-isolated corporate assistant built on a multi-agent Retrieval-Augmented Generation architecture with self-hosted LLMs.

  • Python
  • FastAPI
  • Ollama
  • LangChain
  • LangGraph

SICPA Turkey · 2023 – present

RTU-MYS / MzTurnCounter

Museum visitor counting & device monitoring

Visitor-counting and remote-device-monitoring platform for Turkey's Ministry of Culture & Tourism, ingesting turnstile telemetry from a fleet of Raspberry Pi RTUs (Remote Terminal Units).

  • C# / .NET 8
  • ASP.NET Core MVC
  • EF Core
  • PostgreSQL (AWS RDS)
  • Python

SICPA Turkey · 2023 – present

Exprova

Corporate expense management platform

Mobile + web platform for capturing, submitting and approving employee expense reports and cash advances, with SAP accounting-code integration.

  • Laravel 10
  • PHP 8.1
  • MySQL 8
  • Laravel Sanctum
  • RabbitMQ

SICPA Turkey · 2023 – present

SICPA HR Flow

HR management SaaS platform

A multi-module HR platform (employees, payroll, leave management, reporting) with web and mobile clients, deployed to the cloud.

  • Node.js
  • Express
  • MongoDB
  • Elasticsearch
  • React

03Work Experience

  1. 09/2023 – Present

    Çankaya, Ankara

    Fullstack Developer

    SICPA Turkey

    Building enterprise web applications, internal platforms, cross-platform mobile apps and AI systems end to end.

    • Developed the corporate enterprise website with Laravel, Vue.js and Tailwind CSS, deployed via Docker & Kubernetes (YAML).
    • Built Exprova, a corporate expense-management platform (Laravel REST API, MySQL, RabbitMQ, React Native) with SAP accounting-code integration.
    • Built the RTU-MYS / MzTurnCounter museum visitor-counting & remote device-monitoring platform (ASP.NET Core 8, PostgreSQL on AWS RDS, Raspberry Pi edge agents).
    • Built a corporate AI chatbot with a multi-agent RAG pipeline, local LLM serving (Ollama) and a feedback-driven DPO fine-tuning pipeline.
    • Developed an inventory management system and an HR Flow SaaS platform (payroll & leave); implemented SSO with multi-tenancy.
    • Set up and administered IIS (Windows Server) to host .NET applications, and deployed Dockerized services on AWS EC2.
    • Provided end-user technical support and troubleshooting.
  2. 12/2022 – 07/2023

    Çankaya, Ankara

    Laravel Full Stack Developer

    Inosas A.Ş.

    Developed the "Digital Graduate Yearbook" project while leased to Ankara Hacı Bayram University by Inosas.

    • Built the project with Laravel, Vue.js and Livewire, using a REST API architecture following MVC and OOP patterns.
    • Utilized MySQL for efficient data storage and applied Big Data techniques to handle large data volumes.
    • Worked in an Agile environment; participated in frontend/backend development, testing, debugging and code reviews.
  3. 01/2022 – 07/2022

    Tashkent, Uzbekistan

    Senior Web Application Developer

    Ziraat Bank Uzbekistan

    • Developed C# applications and integrated them with the bank's infrastructure; led a small developer team.
    • Prepared and managed the Kubernetes environment, migrating applications for scalability and reliability.
    • Coordinated with the bank's IT team and stakeholders; optimized performance and participated in code reviews.
  4. 12/2019 – 12/2021

    Çankaya, Ankara

    Laravel Fullstack Developer

    Invamed & RD Global

    • Built CMS and e-commerce infrastructure on PHP 8.0 + Laravel & Livewire (MVC).
    • Worked on a mobile application coded with Node.js & React Native; provided IT solutions support.
  5. 01/2019 – 10/2019

    Çankaya, Ankara

    PHP Web Developer

    Firefly IT Company

    • Developed online psychology and informational websites with Laravel and modern web technologies.
    • Collaborated with the frontend team; completed coding, testing and version-control tasks on schedule.
  6. 12/2017 – 01/2019

    Çankaya, Ankara

    Fullstack Web Developer

    Önal & Önal Law Firm

    • Built an e-commerce platform (Laravel + Vue.js) increasing online sales revenue by 50%.
    • Designed a responsive UI (HTML/CSS/JS) increasing traffic and engagement by 20%; built a custom CMS reducing maintenance by 30%.

04Education

  1. 2026 – Present

    Çankaya, Ankara

    Management Information Systems

    Ankara Bilim University

    Bachelor's Degree · ongoing

  2. 09/2014 – 07/2017

    Gerze, Sinop

    Computer Programming

    Sinop University

    Associate Degree

  3. 09/2006 – 09/2010

    Çankaya, Ankara

    Ankara Cumhuriyet Science High School

05Certifications

06Skill Sets

Backend

  • Laravel
  • Livewire
  • Node.js
  • C# / .NET
  • Python
  • FastAPI / Flask
  • REST API
  • SSO / Multi-tenancy

Frontend

  • Next.js
  • React
  • Vue.js
  • TypeScript
  • Tailwind
  • Bootstrap
  • JavaScript / jQuery
  • Three.js

Mobile

  • React Native / Expo
  • Firebase
  • RevenueCat
  • i18n / Localization

Data & messaging

  • MySQL
  • PostgreSQL
  • PostGIS / Spatial
  • MongoDB
  • Redis
  • RabbitMQ
  • Elasticsearch

DevOps & cloud

  • Docker
  • Kubernetes
  • AWS (EC2, RDS)
  • DigitalOcean
  • IIS
  • Apache / Nginx
  • CI/CD (GitHub Actions)

AI

  • RAG / LangChain
  • Ollama / LLMs
  • Qdrant / Vector DB
  • DPO Fine-Tuning
  • OCR / Computer Vision
  • Whisper

Other

  • MapLibre / PMTiles
  • SEO

Languages

  • TurkishNative
  • EnglishB2 · Upper-intermediate

07Contact

Have a project in mind?

Write to me about a collaboration, consulting or a new role — I usually reply the same day.

umutderebek@gmail.com