Presentation
Core Specialized Services
+ Computer Vision & AI:
- End-to-end development of YOLO models (v8 through v11).
- Edge AI implementation: Optimizing models for performance on standalone devices (Hailo, Jetson, Coral).
- Research-to-Production: Converting theoretical AI behavior analysis into functional real-time systems.
- Deep learning workflows using PyTorch, OpenCV, and NumPy.
+ Networking & Systems Architecture:
- Custom network protocol development and socket programming.
- Server configuration and secure network environment setup.
- IoT device connectivity and data transmission optimization.
- General Technical & IT Services
I also provide high-efficiency support for standard technical requirements. No task is too small if it requires a professional touch:
- Software Deployment: Installation, licensing, and configuration of specialized or enterprise software (Microsoft Office Suite, Adobe, CRM tools, or proprietary research software).
- System Optimization: OS optimization (Windows/Linux), driver troubleshooting, and performance tuning.
- Automation: Writing custom Python scripts to automate repetitive Office tasks, data entry, or file management.
- Remote Tech Support: Diagnosing hardware/software conflicts, resolving connectivity issues, and setting up remote work environments.
Background
• Optimizing real-time inference on Jetson and Hailo devices (with YOCTO Linux distribution ) and distributed computing frameworks for efficient edge and distributed AI.
• Designing AI pipelines for parallel processing across multiple nodes, improving performance in resource-constrained environments

