C:\zmantar\portfolio\projects.dir

02 / PROJECTS

Selected projects.

Robotics and applied AI systems built to work beyond the demo.

Autonomous Underwater Robotics

NAUTILUS-X

A modular underwater robot for inspection and environmental monitoring, combining sensor fusion, PID navigation, and autonomous mission control.

1stTunisia IoT & AI ChallengeNational winner
2ndArab IoT & AI ChallengeGITEX Dubai 2025
2ndTSYP 12IEEE Tunisia Section Congress

MLOps · Reproducible ML Pipelines

OpenMLOps

A reproducible CIFAR-10 workflow covering data validation, training, model tracking, and drift-triggered retraining, with ZenML, MLflow, and Docker.

1stAI Night · OpenMLOps ChallengeBuilt in a single night, 2026

Multilingual NLP · Agentic AI · MLOps

SMSentinel

Multilingual SMS fraud detection combining XLM-RoBERTa, AI agents, and similarity search, with automated training, cloud deployment, and drift monitoring.

CRM & E-Commerce · Microservices

NexusCRM

A microservices platform connecting customer management, products, orders, payments, deliveries, and inventory through a React interface and one API gateway.

AI Recruitment SaaS · Aviation

SkyHire

An aviation recruitment platform that extracts CV profiles, ranks candidates, and runs live voice interviews with an AI recruiter.

Mechatronics · Computer Vision

CHESSY

A chess robot that recognizes the board with computer vision, validates each position, and physically plays moves selected by Stockfish.

3rdTSYP 12 · IES / SMC / EdSocIEEE Tunisia Section Congress, 2024

Educational Human-Robot Interaction

AICOS

An educational robot combining local speech, vision, movement, and visual programming so children can explore AI and robotics safely.

3rdTSYP 11 · PES ChallengeIEEE Tunisia Section Congress, 2023