AI Developer
Kamil Abdelali — AI / Machine Learning Engineer
I take models from research to production, building AI systems for medical imaging, LLM agents, and full-stack platforms.
AI developer and software engineer specializing in AI Healthcare, Medical Imaging, Deep Learning, and Full-Stack Development.
Featured skills
AI Researcher & Full-Stack Engineer
AI Researcher & Full-Stack Engineer
I design and train deep-learning architectures, evaluate them rigorously, and build backend and frontend systems that put them to work across computer vision, data-driven applications, and full-stack web platforms.
Core expertise
Core expertise
Languages
Arabic
Native
French
Fluent
English
Fluent
Chinese
Beginner
Professional highlights
Professional highlights
AI Researcher — Deep Learning & Computer Vision Laboratory
Hangzhou Dianzi University (HDU), China
2024 – Present
- Designed a Wavelet U-Net++ architecture for 3D volumetric image segmentation, validated on public benchmark datasets.
- Built the full research pipeline: data preprocessing, augmentation, distributed training and evaluation.
- Investigated Vision Transformers, graph neural networks and KNNs to improve segmentation accuracy.
Lead Full-Stack Developer — Ocean Environmental Monitoring System
Hangzhou Dianzi University (HDU)
2024
- Built an end-to-end platform for managing and visualizing oceanographic data, with full technical documentation.
- Developed secure backend APIs in Java and Spring Boot over PostgreSQL, with a responsive Vue.js dashboard frontend.
Application Developer
Intelite International, Morocco
2023 — 7 months
- Delivered web applications for international clients, from requirements analysis to deployment.
- Developed application features with PHP (Laravel), WordPress and MySQL, including custom modules and admin interfaces.
- Optimized page performance and database queries; documented codebases for handover.
Freelance Python Developer
Remote
2022 — 6 months
- Delivered custom Python applications end-to-end for international clients — scoping requirements, building, testing and supporting each release.
- Built automation scripts, data-processing pipelines and REST APIs with lightweight web interfaces over MySQL and PostgreSQL.
Selected publications
Selected publications
Computer vision & image analysis
LLM-powered agents & automation
Research-to-production deployment
Scalable backend systems
Academic background
Academic background
Master of Science in Software Engineering
Hangzhou Dianzi University (HDU), China · 2024 – Present
Thesis: Integrated deep-learning architectures for image segmentation.
Bachelor of Engineering in Software Design & Development
Institut de Formation Professionnelle Spécialisée (IFPS), Morocco · 2022 – 2023
Advanced Diploma in Software Development
Ordicel Institute of Technology, Morocco · 2020 – 2022
Project portfolio
Project portfolio
Medical Image Segmentation Research
AI pipeline for 3D volumetric segmentation using wavelet-enhanced U-Net++ and transformer-based refinement.
Ocean Environmental Monitoring System
Full-stack platform with Spring Boot APIs, PostgreSQL data services, and Vue.js visualization for oceanographic data.
AI Agent & Prompting Toolkit
A collection of LLM-driven agent workflows, RAG pipelines, and prompt engineering patterns for healthcare automation.
Clinical Imaging Dashboard
Secure web interface for managing medical imaging workloads, reporting, and model-driven analysis.
Let’s connect
Let’s connect
Available for research collaborations, AI healthcare projects, and full-stack engineering roles. Reach out to discuss research, deployment, or joint product development.