Co-founder & CTO at familymind.ai
Building proactive, human-centered AI systems that understand real-life context and act before you're overwhelmed.

At familymind.ai, we’re rethinking how families collaborate, communicate, and support each other.
I lead the AI, product architecture, and engineering that power our:

• 🧠 Multi-agent AI coach that understands family dynamics
• 🤝 Collaboration & fairness, helping families share responsibilities
• 💬 Integrations with your ecosystem; Outlook, Apple, Google, and more
• 🧘‍♀️ Mental-load reduction through proactive assistance
• 📉 Conflict reduction, healthier routines, and more time for what matters

We believe that if we can empower families, the building block of society, the positive impact reverberates far beyond the household.

I completed my M.Sc. in Computer Science at TU Munich (Social Computing Group), where I explored:

AI systems that:

• Anticipate user needs based on situational context
• Detect opportune moments for action
• Act before the user asks

A step beyond traditional reactive assistants.

To test proactive agents safely and scalably, I built a simulation environment that generates open-world scenarios.
It enabled:

• Low-cost, repeatable evaluation
• Complex contextual testing
• Faster iteration without human experiments

This research directly informs familymind’s proactive AI architecture.

AI & Backend
Python • FastAPI • PydanticAI • Graphs/LLM orchestration
Multi-agent systems • Generative simulations

Systems & Infrastructure
Docker • AWS • RabbitMQ • PostgreSQL • Redis • Firebase

Frontend / Product
Web: Next.js • TypeScript • React Mobile: Flutter • Dart Designing AI-first UX with minimal UI friction

• familymind.ai – Multi-agent AI coach for families
• Proactive AI Research – Anticipatory agent design + simulation environment
• AI Engineer at JetBrains – AI Code Completion & developer tooling
• Software Engineer at Siemens – Computer Security automation
• Co-Founder & CTO of Niowell, a wellness startup.

(I’ll keep expanding my public repos as we open-source components.)

• Proactive agent architectures
• Context-aware reasoning and temporal decision-making
• Reducing UI through intelligent autonomy

• Email: mousa@familymind.ai
• LinkedIn: linkedin.com/in/mousa

• I’m multilingual: Fluent in English, Arabic, and intermediate in German.
• I love animals, especially cats, dogs, and horses. I also do pet sittings from time to time :)
• When I’m not working, you’ll find me exploring the intersection of philosophy and technology or volunteering at tech events.

Let’s connect and create something impactful together! 🚀