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Sujet de PFE

Internship - AXEHEAL 2.0: ADVANCED SELF-HEALING

Axe Finance

PFE (stage de fin d'études) chez Axe Finance, Tunis — sur site, temps plein. Joining Axe Finance is joining a fast-growing fintech company. We are currently seeking to hire (a) PFE intern(s) Key Responsibilities: Problematic

UI changes break automated tests even when the business flow still works AxeHeal v1 heals only part of these breaks, and a careless heal can hide a real bug Key tasks

Audit and refactor AxeHeal v1, set baseline metrics, add unit tests Add healing levels: fingerprint, semantic, visual, smart sync, popups, flow Turn healings into permanent script fixes (auto PR) with a learning loop Guardrails: never touch assertions; low confidence fails instead of healing Success criteria

Healing rate above v1 baseline, false-healing rate near zero Low overhead per healed step; less script maintenance per ACP release Candidate Profile Requirements Final-year software engineering student Python, Selenium, DOM / XPath / CSS Plus: OpenCV basics, Chrome DevTools Protocol, LLM APIs Rigorous, likes clean code and measurable results

Missions

Joining Axe Finance is joining a fast-growing fintech company. We are currently seeking to hire (a) PFE intern(s) Key Responsibilities: Problematic

UI changes break automated tests even when the business flow still works AxeHeal v1 heals only part of these breaks, and a careless heal can hide a real bug Key tasks

Audit and refactor AxeHeal v1, set baseline metrics, add unit tests Add healing levels: fingerprint, semantic, visual, smart sync, popups, flow Turn healings into permanent script fixes (auto PR) with a learning loop Guardrails: never touch assertions; low confidence fails instead of healing Success criteria

Healing rate above v1 baseline, false-healing rate near zero Low overhead per healed step; less script maintenance per ACP release Candidate Profile Requirements Final-year software engineering student Python, Selenium, DOM / XPath / CSS Plus: OpenCV basics, Chrome DevTools Protocol, LLM APIs Rigorous, likes clean code and measurable results

Compétences requises

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