Ameni Krichen
@amenikrichen
I build production computer vision systems for industrial inspection and video analytics.
TunisiaWhat I'm looking for
I've built and deployed production computer vision systems at EnterSoft's Smartvisor platform, from wheel detection and OCR to vehicle-logo recognition and chewing-gum quality classification. I own the full ML lifecycle, including on-site data collection, annotation, training, evaluation, deployment, and MLOps automation.
I delivered an aerospace surface-defect inspection solution through the EU Horizon 2020 BonsApps programme and built real-time web and Android monitoring applications, RAG chatbots, and device integrations. My work combines Python, PyTorch, YOLO, C# .NET, Django, Vue.js, and practical field support for industrial clients.
Experience
Work history, roles, and key accomplishments
Co-Organiser & Speaker
TwinTech Talks
Jan 2025 - Present (1 year 8 months)
Co-launched an AI learning series and delivered hands-on workshops in partnership with university clubs.
AI Engineer (Computer Vision & Full-Stack)
EnterSoft
Aug 2022 - Apr 2026 (3 years 8 months)
Designed, trained, and deployed 4 production detection/classification pipelines using PyTorch, TensorFlow, OpenCV, and YOLO. Owned the end-to-end ML lifecycle including data collection, annotation, training, and deployment.
Intern Mentor
EnterSoft
Jan 2023 - Jan 2026 (3 years)
Supervised 10+ engineering interns on AI and software projects; all supervised internships graduated with honours.
Temporary Lecturer, Computer Vision
National Engineering School of Sfax (ENIS)
Jan 2025 - May 2025 (4 months)
Designed and delivered an introductory Computer Vision course, including lectures, project supervision, and assessment.
Engineering Intern (End-of-Studies Project)
EnterSoft
Feb 2022 - Jun 2022 (4 months)
Built an automated defect-detection system for water bottles on a live production line, achieving 98% accuracy. Designed a WinForms operator-monitoring interface and implemented a real-time product-counting algorithm in OpenCV.
Education
Degrees, certifications, and relevant coursework
National Engineering School of Sfax (ENIS)
National Engineering Diploma, Computer Science
2019 - 2022
Completed a three-year Master's-level engineering programme in computer science, culminating in a National Engineering Diploma.
Preparatory Institute for Engineering Studies of Sfax (IPEIS)
Preparatory Cycle, Mathematics and Physics
2017 - 2019
Completed a two-year preparatory cycle in mathematics and physics as part of the engineering entrance programme.
NVIDIA Deep Learning Institute
Fundamentals of Deep Learning, Deep Learning
Completed the Fundamentals of Deep Learning certification.
NVIDIA Deep Learning Institute
Generative AI with Diffusion Models, Generative AI
Completed the Generative AI with Diffusion Models certification.
Availability
Location
TunisiaAuthorized to work in
Salary expectations
Social media
Skills
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