Karam Hawash

AI automation architect and multi agent systems builder with 4 years of experience delivering autonomous agent workflows, high impact RAG pipelines, and advanced desktop/browser control applications. Skilled in translating complex operations into scalable, AI driven systems using Python, LangChain, orchestration frameworks, n8n, cloud hosting, Docker, and agentic UI automation tools, cutting operational costs and time by up to 50% through production ready automation.

TECHNICAL SKILLS

• Agentic Orchestration: n8n (Expert), LangChain, Make.com, Webhooks, FastAPI, REST API Integration.
• AI & Voice Tech: OpenAI (GPT 5), Anthropic (Claude Opus 4.5), Vapi.ai, Twilio, Local LLMs (Ollama), RAG

Pipelines, Chain of Thought Optimization.

• Core Engineering: Python, SQL, Vector Databases (Pinecone, MongoDB), JavaScript (Node.js), Docker.
• Cloud & AI Strategy: AWS, GCP, GitHub Actions, ROI Modeling, Data Privacy, Hallucination Reduction.

• Advanced Diploma in AI and Machine Learning | University of Cambridge
• B.Sc. in Civil Engineering | International University of Science and Technology (2020)