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mostafa-ghaith/README.md
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Mostafa Ghaith

Senior AI Engineer with a focus on production-grade agentic systems, LLM infrastructure, and scalable deployment architectures. I design and ship end-to-end AI platforms — from multi-agent orchestration and real-time streaming to cloud-native deployments and system design — across large enterprise environments.

M.Sc. in Multi-Agent Deep Reinforcement Learning. Currently leading AI engineering at a major corporation, building autonomous systems that operate at scale.

 LinkedIn  Email


Core Competencies

Agentic Workflows          Multi-agent orchestration, ReAct patterns, tool-use, state machines, Redis Streams
LLM Infrastructure         Fine-tuning, prompt engineering, context management, caching strategies
Streaming Architectures    SSE, WebSockets, real-time agent thought streaming, async pipelines
System Design              Distributed task queues, event-driven systems, API gateway patterns
Production Deployments     Docker, AWS, GCP, CI/CD, containerization, async Python services
Observability              Structured logging, tracing, observability tools, LLM eval pipelines

Tech Stack

Agent Orchestration

LangGraph LangChain CrewAI AutoGen SmolAgents

LLM Providers & Interfaces

OpenAI Anthropic Gemini Hugging Face

AI/ML Frameworks

PyTorch TensorFlow LlamaIndex

Observability & Analytics

LangSmith LangFuse PostHog Grafana

Vector Stores

Qdrant Weaviate Pinecone MongoDB Atlas

Backend & Data

Python FastAPI PostgreSQL Redis MongoDB MySQL Alembic Celery RabbitMQ

Infrastructure & Cloud

Docker AWS GCP GitLab


Open to conversations about agentic infrastructure, LLMOps, and production AI system design.

LinkedIn

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