Ilyas Abbas
Computer Vision Engineer & AI Developer
Master's candidate in Computer Vision at USTHB. I design and build end-to-end multimodal AI pipelines, vision-language systems (YOLOv8/v11, CLIP, OCR), and high-performance full-stack web applications using Next.js, Django, and FastAPI.
Computer Vision
YOLOv8/v11, PaddleOCR, SIFT/LoFTR video continuity & CLIP vision-language checks.
Full-Stack Web
Next.js, Django, FastAPI, React, Tailwind CSS, Oracle DB, PostgreSQL.
Alliance Assurances
Master thesis: Multimodal AI system for automobile insurance fraud detection.
USTHB Algiers
Master's in Computer Vision (2024–2026) & Bachelor's in IS & Software Eng.
Work Experience & Research
Practical experience engineering computer vision pipelines, full-stack enterprise web tools, and production-ready applications.
Alliance Assurances
Master's Thesis ProjectFinal Year Project Intern
Master's thesis: Multimodal AI System for Automobile Insurance Fraud Detection
- Designed and built an end-to-end fraud detection pipeline combining object detection, OCR, and vision-language models.
- Applied YOLOv8/v11 for vehicle damage and document detection, and PaddleOCR/EasyOCR for text extraction from claim documents.
- Developed video continuity checks using SIFT, ORB, RANSAC, and LoFTR to identify potential manipulation and reused footage.
- Developed vision-language consistency checks using CLIP/SigLIP to compare claim descriptions against submitted images.
- Built an LLM-based extraction module to structure information from French-language expert reports.
- Developed an Evidence Fusion Engine to combine multiple fraud indicators into a unified risk severity score, presenting the system to an academic jury.
SAWEM & Bladi News
Client ContractFreelance Software Developer
Contract work for a Canadian-Algerian client
- SAWEM Marketplace: Designing and developing SAWEM, a modern Algerian marketplace platform centered around user-to-user negotiation, connecting buyers, sellers, and service providers.
- Bladi News Platform: Designing and developing Bladi News, an AI-enhanced Algerian news platform unifying multi-source coverage into a streamlined reading experience.
Sonatrach
Software Engineering Intern
- Built a full-stack internal web application with Django and Oracle DB to manage the lifecycle of corporate bank accounts.
- Implemented role-based access control (RBAC) and full CRUD functionality for secure, compliant data management.
- Automated generation of official bank documentation, reducing manual document preparation and streamlining financial workflows.
Camag Sport
Web Developer
- Built a responsive sports-club website using Next.js and TailwindCSS, featuring member registration, club schedules, and contact modules.
- Integrated a digital registration system that replaced legacy paperwork for member sign-ups.
- Centralized club news, timetables, and user registrations in a single platform to improve information access.
Skills & Technologies
A comprehensive overview of artificial intelligence frameworks, web stacks, database engines, and software engineering tooling.
AI & Computer Vision
Deep learning models, object detection, OCR, & multimodal vision-language architectures.
Web & Backend Engineering
Building responsive frontend web apps and high-concurrency API backends.
Languages & Databases
Core programming languages, relational & document database systems.
Systems & DevOps Tools
Containerization, Linux environment setup, version control, and network protocols.
Featured Projects
Systems spanning computer vision pipelines, AI news platforms, enterprise bank software, and marketplace platforms.
Multimodal AI Insurance Fraud Detection System
Designed and built an end-to-end multimodal AI system for automobile insurance claim fraud detection, combining object detection, OCR, video continuity analysis, and vision-language consistency checks.
SAWEM Algerian Marketplace Platform
Designing and developing SAWEM, a modern Algerian marketplace platform centered around user-to-user negotiation, connecting users buying, selling, offering, or searching for services.
Bladi News AI-Enhanced Aggregator
AI-enhanced Algerian news platform that aggregates and unifies multi-source coverage into a streamlined, high-performance reading environment.
GCB Corporate Bank Account Lifecycle Platform
Full-stack internal web application built for Sonatrach to streamline and manage corporate bank account lifecycles with enterprise security and automated reporting.
Responsive sports-club website with digital member registration, event schedules, club information, and centralized administration.
Education
Higher academic degree background from USTHB in Algiers.
Master's in Computer Vision
Université des Sciences et de la Technologie Houari-Boumédiène (USTHB)
Advanced curriculum in deep learning, image processing, object detection, pattern recognition, and vision-language systems. Master thesis on multimodal insurance fraud detection.
Bachelor's in Information Systems & Software Engineering
Université des Sciences et de la Technologie Houari-Boumédiène (USTHB)
Core software engineering fundamentals, algorithm design, relational database systems, web architecture, and computer network administration.
Languages
Communication capabilities for global & regional collaboration.
Contact & Collaboration
Interested in Computer Vision development, AI research collaboration, or full-stack web projects? Reach out directly.
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