Firas Ben Thayer
I'm a Master's graduate in AI & Automation with 5+ years of experience in sustainable process automation.
About
I’m a Master’s graduate in AI & Automation with 5+ years of experience in sustainable process automation. I am skilled in Python, SQL, and deploying AI solutions from research to production, with a passion for building impactful, scalable systems.
I’m open to relocation and excited by new challenges, and I thrive in collaborative environments that balance innovation with practical results.
- 5 years' experience
- Joined July 2025
Languages
- EnglishFluent
- FrenchFluent
- SwedishIntermediate
- ArabicFluent
Industry experience
- Manufacturing
- Transportation & Logistics
- Education
- Software & Internet
- Telecommunications
- Professional Services
Work experience· 12 roles
Designed 2D and 3D systems for automated truck height verification using computer vision and ML. Fine-tuned YOLOv11l-seg models for truck segmentation and deployed them in a server-based pipeline. Built a 2D photogrammetry/regression system and a 3D system using Intel RealSense D456. Developed a data pipeline integrating industrial cameras, Mini PCs, and Volvo’s IT infrastructure.
Developed an automated system to verify truck heights using computer vision and machine learning. Trained object segmentation pretrained YOLO models using PyTorch to ensure measurement accuracy. Created server architecture for data gathering from cameras and investigated system integration with Volvo's IT infrastructure.
Led two master’s students on projects involving training multiple classification and regression models using TensorFlow and PyTorch; created a Flask website that connects to a Code-server Docker container (a VSCode fork); deployed websites on a local network using Proxmox, Nginx, Docker, and Kubernetes; communicated progress using Kanban methodology.
Education· 5
Certifications and awards
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