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
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| 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
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| 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
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| 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
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| 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
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| 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
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| 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
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| 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
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Testing
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- pytest
- Custom test frameworks
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Author
Mulham Fetna
Renaissance Engineer