AI and software engineer working on medical imaging, computer vision and production AI systems.

Led a five-person team building the Djezzy Commercial Copilot, a multi-agent business-intelligence assistant for the commercial department, during the 6-week internship.

• -Led the five-person team (the lead role was agreed within the team) and owned the shared architecture: the Temporal/LangGraph runtime, the async delivery pipeline and the CI gates
• -Designed the async execution pipeline: task submission, durable Temporal workflow, Kafka completion events, and WebSocket delivery, so heavy analytical queries never block behind a spinner
• -Built guarded natural-language-to-SQL generation validated by sqlglot before it reaches a read-only analytical warehouse spanning 13 months of daily commercial data
• -Implemented a date-normalization engine for statistically fair period comparisons around holidays and campaigns, plus a pgvector-backed shared memory layer to avoid recomputing solved analyses

Freelance software engineer building web platforms for nightbyte, managing delivery end to end from architecture through deployment.

• -Engineered and deployed two platforms end to end: Shohraty and the Nightbyte corporate website
• -Managed the full freelance development lifecycle from requirements through deployment; on Shohraty I worked with the agency's team in the first month and alone from June
• -Focused on responsive UI/UX, secure architecture, and scalable performance to meet client-ready delivery standards

Built internal service-management software and cloud tooling for TPE operations.

• -Built TPMS with a colleague (Sohaib Benabdallah), an internal Expertic platform for bank requests, service tickets, TPE inventory, attachments, Excel workflows, and notifications
• -Contributed to service-management architecture for ITM intervention, installation, replacement, and support operations
• -Configured Djezzy Cloud infrastructure and internal tools including Mattermost, GitLab, and management services
• -Implemented role-based modules for account managers and bank employees using Next.js, NestJS, Prisma, PostgreSQL, JWT, CASL, and SSE

Consultant contract: deep learning work on a production-line model, plus frontend work on internal CRM/ERP business workflows and AI assistant features.

• -Created a YOLOv8 quality-assurance system for defective-product detection
• -Developed React and TypeScript CRM/ERP features for internal business workflows
• -Integrated chatbot agent flows with saved conversation history and reusable interface states
• -Supervised two interns on a computer-vision safety-detection project

Built an LLM virtual-assistant prototype with text and voice interaction modes.

• -Developed a RAG-based assistant using Llama 2 for context-grounded responses
• -Designed the interface in Figma and implemented the frontend with React and Tailwind CSS
• -Built Laravel backend logic for context retrieval and agent interactions
• -Implemented text-to-text, voice-to-text, and voice-to-voice communication modes

Graduated June 2026. Final-year average 16.17/20; end-of-study project (PathOS) graded 17.75/20.

• -End-of-study project, done as a pair: PathOS, a research system for prostate cancer grading from whole-slide images (Virchow2 features, TransMIL, Gleason segmentation, cribriform detection, and a review interface)
• -Relevant coursework: Machine Learning, Image Processing, Distributed Algorithms, Research Methodology

Final-year average 14.18/20, ranked 3/11; final project graded 18/20. First year (L1) completed at the University of Algiers 1 - Benyoucef Benkhedda, 2021-22.

• -Final project: an IoT-based aquaculture monitoring system tracking water-quality parameters (pH, oxygen, temperature), inspired by a family aquaponics business; it later became Firmatech
• -Won Best Potential Startup for the graduation project
• -Relevant coursework: Deep Learning, Embedded Systems, Computer Vision, STM32 and C microcontroller programming, Flutter
• -Completed the Cisco Networking Academy course CCNAv7: Introduction to Networks (course completion, 2023)

Founded and led a 20+ member student technology organization focused on competitions, bootcamps, and community projects.

• -Organized NCS Hack, the club's 3-day hackathon with 80+ participants
• -Organized Enigma and startup exchange events with over 100 participants, plus Arena Challenge with over 60 participants
• -Led AI, web/mobile development, and Git/GitHub bootcamps with over 100 participants
• -Managed a 5-person team that built landing pages for Enigma and NCS Hack

Contributed to community events, web development, and UI/UX initiatives.

• -Worked with the website development team for Devfast 2023
• -Served as an organizer for the GameJam event
• -Contributed to UI/UX design for a member management system

Helped establish the Open Source Club and supported early event organization.

• -Laid the foundation for the club's initial structure
• -Supported early community and event-management activity