Table of Contents
Table of Contents
Technical Skills & Expertise
#Comprehensive overview of technical competencies across AI/ML, embedded systems, robotics, and software development.
Programming Languages
#| Language | Proficiency | Primary Use |
|---|
| Python | Advanced | AI/ML, Data Engineering, Automation, Web |
| C++ | Advanced | Embedded Systems, OpenCV, Performance-critical |
| C | Intermediate | Microcontroller Programming |
| C# | Intermediate | Windows Development |
| Shell/Bash | Intermediate | Automation, System Administration |
AI & Machine Learning
#| Skill | Description | Tools/Frameworks |
|---|
| Deep Learning | Neural network development | PyTorch, TensorFlow |
| Computer Vision | Image processing, object detection | OpenCV, YOLO, Ultralytics |
| Edge AI | Real-time inference on devices | Raspberry Pi, TensorFlow Lite |
| RAG Pipelines | Retrieval Augmented Generation | LangChain, Ollama, LLaMA |
| MLOps | ML operations & deployment | Docker, MLflow, CI/CD |
| Arabic NLP | Arabic text processing | AraBERT, pyarabic, CAMeL Tools |
| Model Training | Custom model fine-tuning | PyTorch, TensorFlow |
| Local AI | On-premise LLM deployment | Ollama, LLaMA, FastAPI |
Robotics & Control Systems
#| Skill | Description | Application |
|---|
| ROS/ROS2 | Robot Operating System | Robotics frameworks, Gazebo |
| Model Predictive Control | MPC for UAVs | Multi-UAV formation |
| Geometric Control | SO(3) attitude control | Quaternion-based |
| Inverse Kinematics | Hybrid ensemble IK | Robotic manipulation |
| Path Planning | Swarm algorithms | Dynamic environments |
| State Estimation | EKF/UKF | Localization |
| RTOS | Real-time operating systems | Embedded |
| Control Theory | PID, LQR, Optimal | Control systems |
Embedded Systems & Hardware
#| Skill | Description | Tools |
|---|
| Microcontrollers | ATmega, STM32, ESP32 | Arduino, PlatformIO |
| PCB Design | Circuit design | KiCad, EasyEDA, Proteus |
| Firmware Development | Embedded programming | C, C++ |
| Sensors | IR, ultrasonic, IMU | I2C, SPI, UART |
| Motors | Brushed, brushless, stepper, servo | PWM control |
| Communication | I2C, SPI, UART, CAN, Bluetooth, WiFi | Embedded protocols |
Data Engineering
#| Skill | Description | Tools |
|---|
| Data Analysis | Data manipulation | Pandas, NumPy |
| Visualization | Charts and dashboards | Plotly, Dash, Streamlit |
| Parallel Computing | Large-scale processing | Dask |
| Caching | Data caching | Redis |
| Databases | SQL & NoSQL | SQLite, MongoDB |
| Time-Series | Financial data analysis | Python, NumPy |
DevOps & Infrastructure
#| Skill | Description | Tools |
|---|
| Containerization | App packaging | Docker, Docker Compose |
| Automation | Workflow automation | N8N |
| Secure Access | Remote access | Twingate, Cloudflare Tunnel |
| Linux | System administration | Ubuntu, Arch |
| Version Control | Code management | Git, GitHub, GitLab |
| CI/CD | Continuous integration | GitHub Actions |
Web & API Development
#| Skill | Description | Tools |
|---|
| REST APIs | API development | FastAPI, Flask |
| Web Scraping | Data extraction | BeautifulSoup, Selenium |
| MCP Servers | Model Context Protocol | Custom implementations |
| API Integration | Third-party APIs | OpenAI, Google, Anthropic |
Documentation & Tools
#| Skill | Description | Tools |
|---|
| Academic Writing | Research papers | LaTeX |
| Technical Docs | Documentation | Markdown, Mermaid |
| Diagrams | Visual documentation | Mermaid, diagrams.net |
Mathematics & Statistics
#| Skill | Description |
|---|
| Probability Theory | Advanced |
| Statistics | Advanced |
| Linear Algebra | Matrices, transformations |
| Time-Series Analysis | Financial data |
| Quaternion Representations | Robotics |
| Optimization | Metaheuristics |
Languages
#| Language | Proficiency |
|---|
| Arabic | Native |
| English | Fluent |
Skill Levels Summary
#pie title Technical Skills Distribution
"AI/ML & Data" : 30
"Robotics & Control" : 25
"Embedded Systems" : 20
"Web & API" : 15
"DevOps & Tools" : 10
Certifications
#| Certification | Issuer |
|---|
| CS50 Certified Instructor | Harvard University |
| McKinsey Forward Program | McKinsey & Company |
| Practical Electronics Diploma | Analog & Digital Design |
| AWS AI & ML Scholarship | AWS |
| Google 2025 AI Intensive Course | Google |
| PMP Preparation | Professional |
| MEAL Methodology | Professional |
| Cornell Take The Lead | Cornell University |
| Harvard Aspire Leaders | Harvard Business School |
Tools & Technologies Used
#Development Environments
#- VS Code
- Jupyter Notebook
- Google Colab
- Kaggle
Cloud Platforms
#Version Control
#Testing
#- pytest
- Custom test frameworks
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Author
Mulham Fetna
Renaissance Engineer