Mert DurukanMert Durukan Hover

Hello, I'm Mert DurukanIn Pursuit of Technology and Innovation

Full Stack Software Developer & AI Specialist

About Me

Career Objectives

As a results-driven engineer, I am skilled at transforming complex ideas into real-world solutions. Seeing the projects I work on come to life and contributing to team goals motivates me. With a collaborative approach, I always aim to be a key player in achieving success within the team.

Core Expertise

  • Project Management
  • Business Analysis
  • Full Stack Development
  • AI & Machine Learning

Experience

Tosyali Holding LogoTOSYALI HOLDING

Full Stack Software Engineer & AI Engineer

03/2023 - Present

Turkey

  • A 5S digital management platform was developed, leading to a 50% increase in administrative and operational process efficiency.
  • Robotic Process Automation(RPA) software was developed to autonomously conduct literature, patent, and market research.
  • A machine learning model was developed to predict liquid steel temperature using artificial intelligence.
  • R&D Vehicle Reservation and Seat Allocation System web software was developed, enabling the R&D team of 30 people to optimize vehicle usage effectively and efficiently.
  • Tosyalı Digital Transformation Committee Member

Technologies: Artificial Intelligence Libraries (Pandas, Numpy, Sklearn, Matplotlib, Seaborn, Tensorflow, ...), Python 3.1x, .Net Core 6.0, C# 10, React.js 18.x.x, React Native 0.7x, Entity Framework EF6, Sql Server, Ms Sql 15.0, figma.

Vardabit Software LogoVARDABIT SOFTWARE

Full Stack Software Engineer & Product Owner

04/2022 - 03/2023

Turkey

  • Business analysis was done. User stories were created.
  • Technologies to be used for online, offline environments, backend and frontend were selected.
  • Product backlog was created.
  • Backend core, frontend core architecture was created.
  • Software team was guided using Scrum project management methodology.
  • Application Programming Interface was published using IIS web server.
  • APK was published.
  • New requests were revised and bug fixes were made on the application.
  • Provided open communication and motivational environment that helped improve team collaboration and productivity.

Technologies: .Net Core 6.0, C# 10, Sql Server 15.0, Entity Framework 6, Flutter (Dart) 3.7.x, React.js 18.x.x, Onion Architecture

Aktif Mechatronics LogoAKTIF MECHATRONICS

Business Analyst & Full Stack Web Engineer

05/2021 - 04/2022

Turkey

  • Implemented accounting department payment tracking and notification system.
  • Sales team digital interaction tracking system was developed.
  • 'Babok Guide' was used as a guide in software business analysis processes.

Technologies: Microsoft SQL Server, Business Analysis, Angular, T-SQL

Net Informatics LogoNET INFORMATICS

Software Engineer

06/2020 - 05/2021

Turkey

  • Designed 5+ screens, created 25+ endpoints and fixed 100+ existing bugs on the original ERP web software.
  • Gained competence in building software from scratch and project management.

Technologies: HTML, CSS, Angular, TypeScript, Software Project Management

Trio Mobile LogoTRIO MOBILE

Software Engineer Intern

08/2018 - 08/2018

Istanbul, Turkey

  • Took part in a project to visualise the coordinates where users spend the most time with data from the location sensor using JavaScript
  • Identified and debugged potential problems to resolve user complaints in the in-house application developed with C# Windows Forms and made necessary corrections.

Technologies: C# Windows Forms, JavaScript

Freelancer LogoFREELANCER

Software Developer

01/2017 - 12/2017

Turkey

  • Designed and developed specialised websites for the alternative medicine and gaming industries.
  • Created user-friendly sites that are suitable for customer needs.

Technologies: HTML, SQL, CSS, C# Windows Forms

Skills & Technologies

Machine Learning & AI

  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Pattern Recognition
  • Data Science
  • Data Pipelines
  • TensorFlow
  • Scikit-Learn
  • Pandas
  • NumPy
  • Matplotlib
  • Seaborn

Frontend Development

  • React
  • Angular
  • Flutter
  • TypeScript
  • JavaScript
  • HTML
  • CSS

Backend Development

  • C#
  • Python
  • .NET Core
  • C# Windows Forms
  • Entity Framework
  • RabbitMQ
  • WebSocket
  • OOP (Object-Oriented Programming)
  • Design Patterns

Database & Extras

  • T-SQL
  • No-SQL
  • Redis
  • Git
  • Github
  • Network Technologies
  • Robotic Process Automation (RPA)

Project Management

  • Project Management
  • Team Management
  • Agile Development
  • Agile Project Management
  • Business Analysis

Languages

  • Turkish (Native)
  • English (B1)

Education & Research

Education

Mersin University LogoMERSIN UNIVERSITY

MSc in Computer Engineering

06/2024 - 07/2026 | GPA: 3.80

Activities: IEEE Community member

Curriculum: Machine Learning, Deep Learning, Information Retrieval and Extraction, Data Analysis and Modeling

Skills: Generative Adversarial Networks (GANs), Data Extraction, Research

Anadolu University LogoANADOLU UNIVERSITY

BSc in Management Information Systems

10/2023 - 06/2027 | GPA: 3.01

Curriculum: Business Principles, Project Management, Business Process Management, Digital Transformation, User Experience Design, Systems Analysis and Design, Innovation Management, Operations Research, Decision Models, Data Mining, New Trends in Programming

Iskenderun Technical University LogoISKENDERUN TECHNICAL UNIVERSITY

BSc in Computer Engineering

2015 - 2019 | GPA: 2.93

Activities: IEEE Community member

Curriculum: C, C++, C#, Java, Object Oriented Programming, Advanced Data Structures, Mobile Application Development, Design and Animation(3ds Max), Computer Architecture, Computer Network Technologies, Robotic, Microprocessor, Information and Network Security, Digital Signal Processing, Artificial Intelligence and Applications, Web Technologies

Research & Volunteer Work

Academic Research

  • • Prediction of multi-label multi-class dog movements with data from sensors using Deep Learning
  • • Synthetic radiological image generation using DCGAN

Volunteer Work

  • Habits Campus LogoHabits Campus - Trainer01/2024 - 02/2025

    Teaches software, productivity and finance at Habits Campus.

  • Patika.dev LogoPatika.dev - Volunteer Assistant01/2023 - 03/2023

    Assisted in Web3, Blockchain, Smart Contract, and React.js topics.

  • IEEE LogoIEEE - Member10/2017 - Present

    Contributed to various projects including:

    • • Kindergarten hopscotch sensor counter project coding
    • • Hacivat and Karagoz scene mobility coding

Featured Projects

Vehicle Reservation System LogoVehicle Reservation and Seat Allocation System

Enables a team of 30 people to optimize vehicle utilization effectively and efficiently.

Vehicle Maintenance System LogoVehicle Maintenance and Service Management System

A comprehensive system for managing vehicle maintenance and service operations.

Liquid Steel Temperature Prediction LogoLiquid Steel Temperature Prediction

Prediction of molten steel temperature using an artificial intelligence-based machine learning model.

Entity Generator LogoEntity Generator

With a single click, it enables the creation of insert-select-update-delete operations as stored procedures for all tables in the database. It also automates the generation of database entity files in .cs, .tsx, .dart formats, providing a time savings of 85%-90%.

5S Digital Management Platform Logo5S Digital Management Platform

A 50% increase in administrative and operational process efficiency was achieved by developing the Japanese 5S digital management platform.

R&D Agent LogoR&D Agent

Robotic Process Automation(RPA) software was developed to autonomously conduct literature, patent, and market research.

HR Analytics LogoHR Analytics for Employee Performance

It was a comprehensive final project where all data preprocessing steps were applied, and pipelines were created. It received full marks.

Electric Vehicle Charging System LogoElectric Vehicle Charging System

An electric vehicle charging station management system for dealers and customers was developed using the 'OCPP 1.6' protocol.

Locking/Tagging Mobile Management System LogoLocking/Tagging Mobile Management System

The developed application enables safety experts to track work orders assigned to them, streamline tasks with procedures, generate procedure outputs from the system, and manage occupational safety. A productivity increase of 70%-75% has been achieved in the execution time of work orders.

Shift Tracking LogoShift Tracking

The system manages personnel shift assignments by incorporating exemption and penalty data, ensuring an efficient distribution of shifts.

Smartbot Bet LogoSmartbot Bet

Written in Java programming language, the purpose of the program is to provide users with an entertainment environment with their guesses and balances.

Senario LogoSenario

The program, written using the C# programming language, is a dynamic GPA(Grade Point Average) calculation platform for university students.

View all projects (12+) on LinkedIn →

Certificates & Events

Certificates

Data Science & AI

  • Linear Algebra for Data Science and Machine Learning

    Miuul • 09/2024

  • Intro to Machine Learning

    Kaggle • 05/2024

  • Akbank Machine Learning Bootcamp

    AI Business School • 04/2024

  • Data Science and Machine Learning Bootcamp

    BTK Akademi • 01/2024

  • Machine Learning Bootcamp

    Global AI Hub • 09/2023

  • Python & Data Science & ML & DL & NLP

    BilgeAdam Boost • 08/2023

Software Development

  • Front End Path (HTML5, CSS3, React.js)

    Miuul • 08/2024

  • Software Architecture Principles

    LinkedIn • 11/2023

  • React Native 2023

    Udemy • 06/2023

  • ASP.NET Core Web API (Advanced)

    05/2023

  • Angular 7

    11/2022

  • Google Flutter

    10/2022

DevOps & Infrastructure

  • Advanced Network Technologies

    03/2023

  • Docker from A to Z

    03/2023

  • Kubernetes Fundamentals

    03/2023

Project Management

  • Advanced Project Management

    03/2023

  • Agile Project Management and Scrum Methodology

    03/2023

  • International Business Analysis Methodology

    09/2020

Other

  • Secondary Steelmaking

    SteelMaking • 09/2024

  • Sürdürülebilirlik Ve Sürdürülebilir Finansman 101

    Akbank Gençlik Akademisi • 06/2024

  • English C1

    Amerikan Kültür Dil Okulları • 07/2022

View all certificates (39+) on LinkedIn →

Conferences

  • WIN-EURASIA 2024

    06/2024

  • MWC BARCELONA

    02/2024

  • FIA-TECH İZMİR 2023

    10/2023

  • WIN-EURASIA 2023

    06/2023

Let's Connect

If you are looking for a dynamic and passionate tech lover, I welcome the opportunity to connect and explore potential collaborations.

Email

1mertdurukan@gmail.com

Phone

+90 538 519 07 10