Mehmet Ali Gümüşler
I'm Computer Engineer, Full Stack Developer, AI & Machine Learning Enthusiast
About
Mehmet Ali Gümüşler is a Computer Engineering student with extensive experience in full-stack software development, computer vision, artificial intelligence, and cybersecurity. He has actively developed projects in deep learning, database management, web technologies, and autonomous systems. Through TUBITAK and TEKNOFEST projects, he has enhanced his teamwork, project management, and R&D-focused problem-solving skills. He is proficient in AI applications, anomaly detection, and full-stack development, with a focus on defense industry.
Computer Engineer
Computer Engineering student specializing in AI, computer vision, and cybersecurity. Building innovative solutions for defense industry and autonomous systems through hands-on experience in TUBITAK and TEKNOFEST projects.
- Team Website: www.ai2xsoftware.com/
- City: Istanbul - Pendik, Rize - Çayeli
- Country: Turkey
- Degree: Bachelor's
- Phone: +90-535-202-7253
- Email: gumuslermehmetali@gmail.com
A dedicated engineer passionate about creating cutting-edge solutions in AI, cybersecurity, and autonomous systems. Actively participating in defense industry projects and national competitions to push the boundaries of technology. Combining strong technical skills with leadership abilities to deliver impactful results.
Technologies I've Used
Advanced tools and frameworks I use to build innovative solutions in AI, cybersecurity, and autonomous systems.
Languages & Frameworks
Tools & Technologies
Resume
Here is a detailed summary of my education, projects, competitions, and technical skills that I have developed throughout my journey in computer engineering.
Education
Recep Tayyip Erdogan University
Sep. 2021 – Ongoing
Computer Engineering (English), Rize, Turkey
Experience
Renewasoft Energy & Software Inc.
June 23, 2025 – August 4, 2025
AI & Cybersecurity Intern, Rize, Turkey
- Contributed to attack detection systems using DNN, CNN, LSTM, and Autoencoder architectures on CICIoT2023 dataset
- Performed data preprocessing (labeling, cleaning, feature engineering, normalization)
- Worked on hyperparameter optimization, cross-validation, and class imbalance solutions (SMOTE, class weights)
- Analyzed model performance using confusion matrix, precision-recall, and F1-score metrics
- Developed automated Markdown-based reporting and visualization tools (loss/accuracy graphs, confusion matrix)
- Actively participated in defense industry-focused AI-based cybersecurity R&D projects
Projects
Library Management System | C#, Console Application
December 2022
- Developed a comprehensive library management system with book management operations including adding, deleting, and searching functionalities.
Medical Store Management System | Java, Console Application
March 2023
- Created a robust application with inventory management, sales processing, and reporting features for a medical store environment.
Comic Book Collection Management | Java, Maven, JavaFX
June 2024
- Developed a user-friendly application with adding, updating, and search features to manage comic book collections.
Virtual Clothing Try-On System | TUBITAK 2209-A, Python, OpenCV
2024-2025
- Developed a real-time virtual clothing try-on system using camera interface, OpenCV, and Python to enhance online shopping experience.
SAYZEK Datathon 2024 – Top 10 Finalist | YOLOv5, Python, Data Analysis
October 2024
- Developed a model to detect silos, football fields, buildings, and road intersections in satellite imagery.
Car Maintenance Service Manager | C++, CMake
December 2024
- Developed a C++ based maintenance management system with car maintenance records, service reminders, and expense tracking.
Movie and TV Show Tracking System | React.js, Strapi CMS, PostgreSQL
December 2024
- Developed a full-featured platform for movie and TV show tracking with JWT-based authentication and CI/CD integration on Railway.
CINGÖZ Fake Image Detection | Python, OpenCV, StyleGAN3
January 2025
- Conducted data generation with StyleGAN3 and multiple facial movement analyses for fake face detection in an SSB and TUBITAK supported project.
Air Defense System - Turret Project | TEKNOFEST 2025, Python, OpenCV
2025-Present
- Developing an autonomous turret system with my team for Teknofest 2025 Air Defense Systems Competition.
International Unmanned Aerial Vehicle (Fixed Wing) | TEKNOFEST 2025
2025-Present
- Working with my team on an autonomous unmanned aerial vehicle for Teknofest 2025 International Competition.
5G Positioning System | TEKNOFEST 2025, Python, Data Analysis
2025
- Developed a location prediction project based on base station data with my team, achieving 4th place in the competition.
AI-based Fault & Anomaly Detection in Rotary UAVs | IDEF 2025
2025
- Developed and presented an AI-based fault and anomaly detection project for rotary UAVs, qualifying to set up a booth at IDEF 2025.
Competitions
- TUBITAK 2209-A Virtual Clothing Try-On System (2024-2025): Completed – Supported
- CINGÖZ Fake Image Detection (2025): Completed – SSB and TUBITAK Supported
- TEKNOFEST 2025 International UAV Competition (Fixed Wing): Ongoing – Supported
- TEKNOFEST 2025 Air Defense Systems Competition: Ongoing
- TEKNOFEST 2025 5G Positioning Competition: Completed – 4th Place
- TEKNOFEST 2025 Aviation AI Competition: Ongoing
- IDEF 2025 International Defense Industry Fair: Participant
Languages
- English: Intermediate (B1)
Services
Here are the key services I offer, focusing on my core strengths in software development, AI, and computer vision.
Full-Stack Development
Building complete web applications with React.js frontend, backend systems, and database integration for scalable and efficient solutions.
Computer Vision
Developing image processing and computer vision solutions using OpenCV, YOLO, and other frameworks for object detection and image analysis.
AI and Machine Learning
Creating machine learning models with TensorFlow, PyTorch, and Keras for data analysis, prediction, and automation solutions.
Desktop Application Development
Building user-friendly desktop applications using Java, JavaFX, C#, and .NET technologies for various business needs.
Data Analysis
Analyzing complex datasets to extract meaningful insights, create visualizations, and develop data-driven solutions for decision making.
Autonomous Systems
Designing and developing autonomous systems for UAVs, defense systems, and other applications using Python, OpenCV, and sensor integration.
References
He is one of the most remarkable people I've ever met. Trustworthy, handsome, charismatic, confident, and a true gentleman. It is an honor and a pleasure to work with him, as he excels in every aspect of his life and is a man with true leadership qualities. Even though he pays me less, his character alone is enough.
Eray Burak Cakir
Ceo & Founder
He is one of the highest quality people I have ever met. He is one of the rare people who does his job extremely well, organized and meticulously. It makes me happy to have such a person as my teammate.
Gokay Dervisoglu
Web Designer
Working with Mehmet Ali means being part of innovative solutions and creative projects. He always brings an analytical approach to problem-solving, and his technical skills and leadership abilities significantly contribute to the team. Even during intense project work, he never loses his positive energy and determination. It is truly a privilege to work with him.
Ali Emre
Unemployed
You are the best and most beautiful person I have ever met and days are not enough to count your talents and qualities. Every moment spent with you is a privilege and you inspire those around you. The strength, kindness and grace you carry within you is truly admirable. It is impossible not to admire you!
Suleyman Mert Almali
Freelancer
Contact
Address
Campus, Recep Tayyip Erdoğan University, Fener, Zihni Derin Sk., 53100 Rize Center/Rize