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mdrmz/README.md

πŸ‘‹ Mehmet Durmaz

Typing SVG

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🎯 About Me

I'm a Computer Engineer and CTO specializing in AI, Computer Vision, and Embedded Systems. I bridge the gap between cutting-edge software and physical hardware, bringing intelligent systems to edge devices. My passion lies in architecting end-to-end solutions that solve real-world problems through autonomous systems and advanced image analysis.

πŸš€ Current Focus

  • CTO at Piksel Analitik - Leading development of AI-driven industrial solutions
  • Computer Vision - YOLOv11, object detection, and real-time processing
  • Edge AI - Deploying models on Raspberry Pi and embedded devices
  • Autonomous Systems - UAVs, telemetry, and autonomous control architectures
  • High-Performance UI - PySide6 desktop applications

πŸ’Ό Professional Experience

🏒 Piksel Analitik

Founder & CTO

  • Architecting end-to-end intelligent systems for industrial clients
  • Developing AI-driven image analysis platforms
  • Building enterprise resource planning systems (Piksel-ERP)
  • Leading technical vision and product development

πŸŽ“ Background

  • Degree: Computer Engineer (EEE - Electrical & Electronics Engineering)
  • Specialization: Bridging software and hardware through intelligent systems
  • Experience: Full-stack development from embedded systems to enterprise solutions

πŸ› οΈ Tech Stack

Tech Stack

πŸ”§ Core Technologies

  • Languages: Python, C++, PHP, JavaScript, TypeScript, Go, Rust
  • AI/ML: TensorFlow, PyTorch, OpenCV, YOLOv8/v11, CUDA
  • Backend: Laravel, Node.js, FastAPI, Django, PostgreSQL, Redis
  • Frontend: React, Vue.js, PySide6, HTML5, CSS3
  • DevOps: Docker, Kubernetes, Linux, AWS, GitHub Actions
  • Embedded: Arduino, Raspberry Pi, STM32, LoRa, SPI, I2C
  • Robotics: ROS, autonomous navigation, computer vision pipelines
  • 3D: FDM printing (Flashforge, Creality), CAD design

πŸš€ Featured Projects & Systems

πŸ›°οΈ Autonomous Drone Telemetry System

Custom Python ground station with real-time SPI communication architecture between Raspberry Pi and Arduino using LoRa modules for long-range data transmission. Includes:

  • Live GPS tracking and altitude monitoring
  • Sensor data aggregation and analysis
  • Custom communication protocol
  • Web-based dashboard for telemetry visualization

Stack: Python, LoRa, SPI, Raspberry Pi, Arduino


πŸš— Edge ALPR (Automatic License Plate Recognition)

Fully autonomous, offline license plate recognition system engineered to run seamlessly on Raspberry Pi 5. Features:

  • Real-time video processing
  • YOLOv8-optimized detection pipeline
  • Zero internet dependency
  • High accuracy on embedded hardware
  • Timestamp and geolocation logging

Stack: Python, YOLOv8, OpenCV, Raspberry Pi 5, TensorFlow Lite


🏭 Piksel-Net & Piksel-ERP

Production systems deployed for industrial clients:

  • Piksel-Net: Live, AI-driven image analysis platform for quality control and automation
  • Piksel-ERP: Comprehensive enterprise resource planning system with real-time insights
  • Industrial-grade performance and reliability
  • Multi-client deployment capability

Stack: Python, FastAPI, React, PostgreSQL, Docker, AWS


🎯 SkyGuard AI

Real-time UAV (drone) detection AR platform leveraging YOLOv8-Nano and Vuforia:

  • Mobile AR interface for threat detection
  • Low-latency inference on mobile devices
  • Real-time alert system
  • Integration with security infrastructure

Stack: YOLOv8-Nano, Unity, Vuforia, C#, Mobile


πŸ¦… Ares & Kuzgun

Advanced autonomous combat and air defense architectures:

  • Ares: Combat autonomous system with intelligent targeting
  • Kuzgun: Air defense and threat mitigation platform
  • AI-driven decision making and path planning
  • Real-time threat assessment

Stack: Python, Computer Vision, Autonomous Systems, C++


πŸ“Š GitHub Statistics

GitHub Streak

Followers Total Stars Repositories Profile Views


πŸŽ“ Expertise & Specializations

πŸ€– AI & Machine Learning Computer Vision, YOLO, Object Detection, Deep Learning, CNNs, Transfer Learning
πŸ—οΈ System Architecture End-to-end system design, microservices, scalable platforms, real-time systems
πŸ”Œ Embedded Systems Raspberry Pi, Arduino, STM32, IoT, low-level programming, hardware integration
πŸš€ DevOps & Cloud Docker, Kubernetes, CI/CD, AWS, infrastructure as code, automated deployment
πŸ’» Full-Stack Development Backend, frontend, database design, API development, real-time applications
🀝 Team Leadership CTO experience, technical mentoring, architecture decisions, product vision

πŸ† Key Achievements

  • βœ… Built production systems serving industrial clients across multiple verticals
  • βœ… Deployed AI models on embedded devices with 95%+ accuracy retention
  • βœ… Architected scalable platforms handling real-time data processing
  • βœ… Led technical teams and made critical architecture decisions
  • βœ… Contributed to autonomous system development and deployment
  • βœ… Optimized computer vision pipelines for edge devices

πŸ’‘ Philosophy

"Technology should serve humanity. Whether it's bringing AI to the edge, automating critical processes, or building autonomous systems, every line of code should solve a real problem."

I believe in:

  • Practical Innovation: Solutions that work in production
  • Edge-First Thinking: Bringing intelligence to where it's needed
  • Full-Stack Ownership: Understanding every layer of the system
  • Continuous Learning: Staying at the frontier of technology

🀝 Open to Collaboration

  • πŸ”¬ Research Projects: Computer vision, autonomous systems, edge AI
  • πŸ’Ό Consulting: System architecture, technical leadership, AI implementation
  • πŸš€ Startups: Co-founding opportunities in AI/robotics space
  • πŸ“š Mentorship: Helping others build intelligent systems
  • πŸ’¬ Partnerships: Strategic collaborations on impactful projects

πŸ“« Let's Connect!

Feel free to reach out for:
Project collaborations β€’ Technical discussions β€’ Job opportunities β€’ Mentorship

LinkedIn β€’ Portfolio β€’ Twitter β€’ Email


Made with love

Last updated: 2026 | Always building something interesting...

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