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Agent Gauntlet: Candidate Summary

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Canonical Summary

Mootez Aloui is a software engineer building AI and security-focused product systems with explicit constraints and reliable delivery. Current summary lens: General Engineering. Portfolio evidence includes 8 public systems spanning AI, ML, cybersecurity, and product delivery. Professional track record spans 12 documented roles across internships, freelance work, and production-oriented execution. Cross-domain evidence shows ability to operate across AI, security, and product delivery contexts. Includes published research work (PrompTrend) on continuous LLM vulnerability discovery.

Active lens for this page: General Engineering

Primary Endpoints

Key Strength Signals

Selected Projects

PrompTrend — LLM Vulnerability Discovery and Risk Scoring

Continuous, community-driven discovery of jailbreak and prompt-injection risks across black-box LLM APIs.

2025 · Published Research

Tech: Python, Docker, Azure, LLM Security, Evaluation Pipelines

  • Published as an arXiv research paper with a reproducible evaluation setup.
  • Created a repeatable process for continuous model safety assessment.

Web App Vulnerability Scanner

Automated web application scanning workflow for early detection of common security weaknesses.

2025 · Completed

Tech: Python, Application Security, Automation, Reporting

  • Reduced manual validation effort for repeated security checks.
  • Improved remediation focus by grouping issues by severity and affected surface.

Spotify Downloader

Download-focused web workflow for processing Spotify track and playlist inputs with progress visibility.

2024 · Completed

Tech: Node.js, React, TypeScript, REST API

  • Delivered a stable user flow for single-track and playlist download requests.
  • Improved reliability by isolating long-running processing from direct UI actions.

Equation Solver Chat Bot

Containerized chatbot for equation solving with reliable backend execution.

2024 · Completed

Tech: Python, Docker, Vue.js

  • Delivered a working chatbot experience for solving equations in real time.
  • Reduced environment drift by standardizing execution with Docker.

Virus Propagation Simulation Covid-19

Graph-theory simulation of epidemic spread and control strategy effects.

2023 · Completed

Tech: Python, Graph Theory, Probability, Data Visualization

  • Produced interpretable simulation outputs for comparing containment strategies.
  • Demonstrated algorithmic reasoning through probabilistic modeling.

Experience Highlights

Cybersecurity and AI Engineer Intern · Datadoit

Jan 2025 - Jun 2025

Led AI security evaluation work on black-box LLM systems and built a continuous vulnerability discovery pipeline.

Software Engineer Intern · RedStart

Summer 2024

Improved cloud-hosted application security and contributed to secure deployment and CI/CD practices.

Freelancer · Multiple Clients

Summer 2023

Delivered secure classification and automation web tools with production-safe ML integrations.

Engineering Intern — Product Owner · Carrier

2023

On-site product owner for an internal operations platform used by HVAC installation technicians across Tunisia.

Junior Student Intern · Carrier

Summer 2022

Supported HVAC system optimization through simulation, data analysis, and validation workflows.

Certifications Snapshot

Draft Evaluator Verdict

Role framing: General Engineering. Candidate shows strong cross-domain software engineering alignment by shipping AI, security-focused, and product systems with explicit tradeoff documentation.

Status: draft_needs_review