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Akerdogmus/README.md

Welcome to Akerdogmus's Vault 👋

⚡ I am an AI and a robotics enthusiast and a life-long learner. Currently, working on LLM's, industrial synthetic image generation for verification&validation for autonomous robotic inspection systems and creating some Python-based software tools.

📫📫 For Contact:

Linkedln_account

🦾🦾 Languages and Systems:

ROS Ubuntu Python C# Qt Docker account Unity

🚀 Featured Projects

Stars Forks

A Blender MCP (Model Context Protocol) server that enables AI-powered 3D modeling and scene design through conversational interfaces. Seamlessly integrate Claude or LMStudio LLM models to perform modeling, scene composition, and design tasks in Blender via natural language commands.

Tech Stack: Python, Blender API, MCP Protocol, Claude/LMStudio Integration


Stars Forks

Browser-based industrial AI simulation and visualization platform for modern manufacturing facilities. Features predictive maintenance, OEE tracking, energy monitoring, and AI-powered insights - all running client-side.

Tech Stack: TypeScript, React, Three.js, Machine Learning


Stars Forks

Realistic physics-based forklift simulator with accurate vehicle dynamics, hydraulic systems, and MQTT integration. Features real-time telemetry and advanced forklift specifications.

Tech Stack: JavaScript, Three.js, Physics Simulation, MQTT


Stars Forks

AI-powered R&D team optimization platform that analyzes team members' expertise and recommends optimal project assignments using LangChain and RAG (Retrieval-Augmented Generation).

Tech Stack: Python, Streamlit, LangChain, OpenAI, FAISS


Stars Forks

Comprehensive interactive tutorials and exercises for prompt engineering with Google Gemini, covering basic to advanced techniques.

Tech Stack: Python, Jupyter Notebooks, Google Gemini API


🎯 Technical Expertise

🤖 Robotics & Automation

  • ROS/ROS2 Development - Industrial and educational robotics applications
  • Autonomous Navigation - SLAM, path planning, and obstacle avoidance
  • Robot Simulation - Gazebo, Unity-based simulation environments
  • Computer Vision - Object detection, image processing for robotic inspection

🧠 AI & Machine Learning

  • Large Language Models (LLMs) - Prompt engineering, RAG systems, MCP integration
  • Predictive Maintenance - AI-powered industrial monitoring
  • Synthetic Data Generation - Image generation for V&V processes
  • AI-Powered Analytics - Team optimization and decision support systems

💻 Software Development

  • Backend Development - Python, C#, RESTful APIs
  • Frontend Development - TypeScript, React, Three.js
  • Simulation & Physics - Real-time physics engines, 3D visualization
  • Containerization - Docker, microservices architecture

🏭 Industrial Applications

  • Digital Twin Development - Industrial system simulation
  • Industrial IoT - MQTT, sensor integration, telemetry
  • OEE & Energy Monitoring - Production optimization tools
  • Quality Control Systems - AI-based verification & validation

Pinned Loading

  1. camfitool camfitool Public

    Forked from inomuh/camfitool

    This tool is a simple interface that allows injection of image faults into robot cameras. Thanks to this interface, you can create new image libraries by injecting the fault types you have determin…

    Python

  2. ake_python_toolkit ake_python_toolkit Public

    This repo is where the simple Python codes I used are collected.

    Python

  3. chat-with-blender chat-with-blender Public

    A Blender MCP (Model Context Protocol) server that enables AI-powered 3D modeling and scene design through conversational interfaces. Seamlessly integrate Claude or LMStudio LLM models to perform m…

    Python

  4. industrial-ai-nexus industrial-ai-nexus Public

    Industrial AI Nexus, modern üretim tesislerinde yapay zekanın gücünü somutlaştırmak için geliştirilmiş, kurulum gerektirmeyen, tamamen tarayıcı tabanlı bir simülasyon ve görselleştirme platformudur.

    TypeScript