Loai Saadi

Python Selenium automation for environment checks, API validation, reporting, alerting, and Jenkins-based execution.

Built a Python Selenium automation tool for validating environments across multiple systems. Automated dashboard checks, API validation, performance monitoring, Excel reporting, alerting, and scheduled execution through Jenkins.

Python Selenium automation integrating CLI and WebUI flows for validation, alerting, and Jenkins execution.

Built a Python Selenium automation tool integrating CLI and WebUI flows to validate secrets, roles, and authentication across environments. Included end-to-end checks, alerting workflows, and Jenkins-based execution.

Python Selenium monitoring automation for report validation, health checks, alert generation, and scheduled execution.

Built a Python Selenium monitoring automation to download reports, validate daily health metrics, generate grouped alerts, and run on a scheduled basis through Jenkins.

End-to-end cloud system on AWS using Terraform, Kubernetes, Kafka, and observability tools.

Designed and deployed an end-to-end cloud architecture on AWS. Used Terraform for provisioning, Docker and Kubernetes for orchestration, and Kafka for scalable event-driven processing. Integrated API Gateway, S3, and Lambda into the workflow, and implemented centralized logging and observability with Elasticsearch and Kibana.

RGB SLAM and visual odometry pipeline with 3D reconstruction and loop closure.

Built a monocular RGB SLAM pipeline in Python to estimate camera trajectory and reconstruct a 3D point-cloud map in real time. Implemented feature matching, epipolar geometry, triangulation, PnP relocalization, and loop-closure visualization using OpenCV and related vision techniques.

AI pawn-only chess agent with Minimax, Alpha-Beta pruning, and TCP tournament integration.

Built a pawn-only chess AI using Minimax and Alpha-Beta pruning as part of an AI course project. Integrated the agent with a TCP client for tournament play, and added support for logging, replay, and performance analysis for repeated match evaluation.

Camera motion estimation from images and video using feature matching and geometric vision.

Built a Python and OpenCV tool that estimates 6-DoF camera motion, meaning rotation and translation in 3D space, from two images and from video. Improved robustness with SIFT/ORB, Lowe’s ratio test, RANSAC outlier filtering, smoothing, and ArUco-based scale reference when available.

Real-time collaborative mind mapping application using React and Supabase.

Developed a real-time collaborative web application for creating and managing mind maps. Implemented multi-user synchronization, authentication, real-time updates, and structured visual collaboration using React and Supabase.

Built a comprehensive system for managing high school tests, grading, and login authentication.

Collaborated in a four-member team to design server and client interfaces, manage exams and grading databases, and establish user login access. Utilized IntelliJ with Java, OCSF, GUI, ORM, and integrated database solutions for effective application development.

DevQALink connects QA and development teams for test scheduling, reporting, and automated bug creation

Collaborated as part of a four-member team to develop DevQALink, a framework connecting QA and development teams. Designed a test management system that enables users to schedule one-time or recurring tests, prioritize jobs, and allocate resources for seamless execution.

Completed independently a test management framework to automate job scheduling and resource allocation

This site, built with the MERN stack and MVC architecture in collaboration with Dell Technologies, facilitates automated test executions and job scheduling. It features JWT authentication, email notifications, and Jira bug ticketing, while incorporating Dell’s branding through a cohesive blue, white, and grey design.