Assem Sohaib
Bensalah
AI Engineer & Founding Product Architect
PhD Candidate in Reinforcement Learning for Cyber-Physical Systems
I build AI-native systems that bridge reinforcement learning research and production-grade software. My work focuses on reproducibility, system design, and high-stakes decision-making environments.
I'm particularly interested in turning research-grade AI into robust, scalable products.
Selected Projects
Ziritex
Founding Product ArchitectAI-native collaborative writing platform for scientific and technical workflows. Architecting a real-time, AI-assisted platform with structured documents, reactive data models, and human–AI co-authoring workflows. Emphasis on reproducible research artifacts and long-term maintainability.
Verbly
Founding Mobile EngineerAI-powered language learning app for spoken proficiency. Built an AI-driven conversational mobile app with full product lifecycle ownership: UX design, AI interaction patterns, subscriptions, and iteration based on user feedback.
BuildWisely
Founding EngineerConstruction project management system with real-time project tracking and data synchronization. Focus on data consistency, scalability, and operational clarity across distributed sites.
Research & Applied AI
Conducting research in reinforcement learning for cyber-physical systems, with applications to power grid resilience and security. Published in PeerJ Computer Science with focus on evaluation under adversarial and constrained environments.
Technical Focus
AI & Research
- →Reinforcement Learning (PPO, TRPO, A2C)
- →Simulation-based evaluation & ablation studies
- →Reproducible experimentation pipelines
Systems & Product
- →Distributed systems & data modeling
- →Cloud-native architectures (Google Cloud Certified)
- →Production-first engineering and CI/CD
Stack
How I work
- ◆I favor simple systems that scale over clever abstractions
- ◆I care deeply about reproducibility and long-term maintainability
- ◆I optimize for clarity — in code, data, and interfaces
Contact
Interested in collaboration, research discussions, or just want to connect? I'd love to hear from you.
