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  • Muscat, Oman

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GhoulBiter/README.md

Mike Hanna

ML Engineer · Agentic AI · Technical Lead

I build AI systems for real operational problems: retrieval, agentic workflows, evaluation, model-serving, and backend infrastructure.

My work sits at the intersection of product, engineering, and applied AI. I care most about systems that make people’s work easier, reduce operational friction, and turn complex processes into usable software.

Currently, I lead AI/chat engineering at Rihal on enterprise knowledge-base systems for government and private-sector clients. I also co-founded Walkk, where I lead product and engineering across navigation, indoor route optimization, real-time analytics, incident reporting, and operational intelligence.

🧰 My Stack

AI / ML

LangChain LangGraph DSPy PyTorch HuggingFace Pydantic LlamaIndex NumPy Pandas scikit-learn

Languages

Python TypeScript JavaScript Go SQL

Software Frameworks

FastAPI Next JS React NodeJS

Databases & Vector Stores

Postgres Redis ClickHouse MongoDB Qdrant Milvus Vespa Meilisearch

Infrastructure

Kafka Traefik

Deployment & DevOps

Google Cloud Docker Kubernetes GitHub Actions Cloudflare

Observability & LLM Infra

vLLM NVIDIA Triton Langfuse Prometheus Grafana MLflow

🌐 Find Me

LinkedIn Discord

📍 Muscat, Oman 📍 Schmalkalden, Germany

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