Systems Engineer in AI/ML/CV/Robotics | Full-stack builder | Community leader
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Oreyeon
Frontend Developer
June 23, 2026 – Present
Git_Github_Beginner_Workshop
April 11, 2026 – Present
The "Git Training Gauntlet" is designed to move students from theoretical knowledge to practical confidence. It simulates the environment of a real software team, covering everything from basic commits to complex rebases and conflict resolution.
View ProjecteasyPID
January 15, 2026 – Present
Published on Arduino Library Manager — a modern, multi-instance PID controller library for embedded control.
View Project360-spherical-stitching
December 28, 2025 – Present
A professional-grade computer vision pipeline that reconstructs seamless 360° spherical panoramas from phone photos or videos, combining geometric modeling, robust matching, and real-time web-based visualization.
View ProjectAI-optimization-guide
December 18, 2025 – December 18, 2025
AI-optimization-guide — repository
View Projectthermal-super-resolution
September 20, 2025 – Present
First thermal super-resolution system to achieve 34.2 dB PSNR at 229+ FPS using novel IMDN architecture with specialized thermal adaptations. Features breakthrough RGB→thermal transfer learning, thermal-aware multi-component loss, and real-time inference (2x: 270.6 FPS, 3x: 256.1 FPS, 4x: 250.9 FPS). Production-ready PyTorch + CUDA implementation
View Projectnasna
September 30, 2024 – Present
Humanitarian aid coordination platform connecting displaced families, NGOs, and volunteers in Lebanon
View Projectsmart-interactive-desk
September 5, 2024 – Present
End-to-end IoT and AI-powered smart workstation system integrating embedded hardware, real-time sensor fusion, motor control, computer vision, and multi-platform software interfaces to deliver automated posture correction, interactive learning features, and networked desk-to-desk communication.
View ProjectCultural Fit Analysis
The candidate demonstrates a breadth of interests through diverse personal projects, including AI/ML, IoT, and humanitarian aid. This indicates a curious and versatile individual. The current role as a Frontend Developer aligns well with the target role. However, the lack of team-based project descriptions or explicit collaboration experiences makes it difficult to fully assess cultural fit beyond individual initiative.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to work on complex, multi-disciplinary projects, which implies problem-solving and potentially collaboration skills. However, without specific assessment data or interview insights, it is difficult to definitively assess soft skills or operational fit beyond what is inferred from project scope.