- 🔭 I’m currently working on scaling context-aware RAG architectures, building multi-agent task execution loops, and crafting high-performance, responsive interfaces with Next.js and Tailwind.
- 🌱 I’m currently learning deep internals of distributed agent orchestration, advanced rag pipelines, and low-level system performance tuning.
- 👯 I’m looking to collaborate on open-source AI tooling, autonomous agent frameworks, or production-grade full-stack applications that need a robust retrieval layer.
- 🤝 I’m looking for help with advanced vector database optimization at scale and fine-tuning open-source LLMs for specialized domain tasks.
- 👨💻 All of my projects are available at github.com/muhammadbinriaz
- 📝 I write about engineering scalable AI systems, bridging traditional full-stack with modern LLM workflows, and building retrieval pipelines.
- 💬 Ask me about building full-stack apps, setting up semantic search pipelines, working with FastAPI and Next.js, or navigating the Islamabad tech community.
- 📫 How to reach me: muhammadbinriaz675@gmail.com or LinkedIn
- 📄 Portfolio: muhammadbinriaz.is-a.dev
- ⚡ Fun fact: When I'm not writing code or debugging async Python loops, you can usually find me playing competitive chess or planning my next road trip up north into the mountains.
