Malek Mansour

Designer of T.E.M.P.R.A (Temporal Embedding Memory & Persistent Reasoning Architecture)

— Carthage AI's proprietary architecture. At the heart of TEMPRA, the TEV (Temporal Embedding Vector) is the temporal guiding vector that encodes time as a native geometric coordinate in the embedding space ([sem ‖ τ ‖ ctx] ∈ ℝ^1632), fundamentally differentiating the system from all existing approaches based on external RAG with temporal metadata filtering.

• Overall management of the design, development, and launch of a B2C/B2B real-time mobility SaaS platform.

• End-to-end scoping up to publication with thousands of downloads.

• Define and enforce technical architecture (short, medium, long term).

• Ensure code quality, maintainability, and scalability.

• Challenge technical choices (technical debt, refactoring).

• Implement standards (clean code, tests, CI/CD, security).

• Validate SWIFT/KOTLIN/Ruby PRs.

• Act as the technical referent for complex or critical issues.

• Anticipate technical risks and propose pragmatic solutions.

• Recruit, onboard, and grow engineers.

• Support skill development (mentoring, continuous feedback).

• Manage performance with kindness and high standards.

• Prevent conflicts and maintain healthy dynamics.

• Plan and prioritize developments (technical roadmap).

• Ensure delivery timelines, quality, and stability.

• Implement processes (Agile, Scrum).

• Monitor technical KPIs (velocity, incidents, quality, debt).

• Arbitrate between speed, quality, and technical debt.

• Translate business challenges into clear technical decisions.

• Collaborate closely and cross-functionally with all stakeholders.

• Help management understand technical issues (without jargon).

• Make strategic decisions (scalability, costs, time-to-market).

• Be a proactive force for innovation and optimization.

• Ensure system security (data, GDPR, compliance).

• Implement monitoring and alerting strategies.

• Manage incidents and constructive post-mortems.

• Build a 6-12-24 month technical vision.

• Identify and reduce technical debt.

• Continuously improve processes and organization.

• Adapt the team and stack to product evolution.

• Manage the budget (€0.6M).

-Technical and functional leadership on a high-audience consumer mobile application.

-Coordination of iOS, Android, and backend teams.

-Continuous improvement of CI/CD pipelines and test coverage.

-Supervision of security & authentication protocols (OAuth2).

-Implement CI/CD from scratch.

-Code Coverage proportional to mobile applications.

-Make the application scalable and modular.

-Use the latest SWIFT and Kotlin features.

-Centralize the API layer.

-Define interface contracts with BFF.

-Develop new important features: SIMRAC, PSV, and PDD.

-Support business users with my expertise and help in writing tickets.