I'm an AI Engineer focused on building production-grade agentic systems with LangChain, LangGraph, and retrieval-augmented generation pipelines. I design multi-channel conversational AI using vector databases like Qdrant, ChromaDB, and Pinecone, with PostgreSQL and Redis for robust data and state management. I translate complex technical concepts into ROI-driven business outcomes and enjoy collaborating across teams to deliver measurable value. My work blends cutting-edge ML/CV methods with practical engineering to automate processes, improve decision making, and drive real-world impact.

Amer Harfoush

I'm an AI Engineer focused on building production-grade agentic systems with LangChain, LangGraph, and retrieval-augmented generation pipelines. I design multi-channel conversational AI using vector databases like Qdrant, ChromaDB, and Pinecone, with PostgreSQL and Redis for robust data and state management. I translate complex technical concepts into ROI-driven business outcomes and enjoy collaborating across teams to deliver measurable value. My work blends cutting-edge ML/CV methods with practical engineering to automate processes, improve decision making, and drive real-world impact.

Available to hire

I’m an AI Engineer focused on building production-grade agentic systems with LangChain, LangGraph, and retrieval-augmented generation pipelines. I design multi-channel conversational AI using vector databases like Qdrant, ChromaDB, and Pinecone, with PostgreSQL and Redis for robust data and state management.

I translate complex technical concepts into ROI-driven business outcomes and enjoy collaborating across teams to deliver measurable value. My work blends cutting-edge ML/CV methods with practical engineering to automate processes, improve decision making, and drive real-world impact.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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Language

English
Advanced
Arabic
Advanced
German
Beginner

Work Experience

AI Research Assistant at British Telecommunications
October 1, 2024 - Present
Conducted comprehensive literature reviews and technology assessments for emerging AI solutions including LLMs and Agentic AI. Developed AI & Computer Vision models for process automation and optimization. Collaborated with cross-functional teams, effectively communicating complex technical concepts to non-technical stakeholders. Employed GitHub for version control, collaborative coding and automation.
Team Leader, Trainer at Armstrong, Alexandria, Egypt
July 31, 2024 - July 23, 2025
Designed and implemented a comprehensive automation curriculum deployed across 5 international schools. Managed stakeholder expectations by training and supporting 25 teachers through technology adoption.
Team Leader, Supervisor at Armstrong Courses, Alexandria, Egypt
January 1, 2022 - July 1, 2024
Developed automation curriculum deployed across 5 international schools, reaching 1500+ students; trained and supported 25 teachers; recruited, trained, and managed a team of 5; achieved 92% curriculum adoption rate and tracked KPIs demonstrating training effectiveness.
Automation Engineer Trainee at Lord International, Alexandria, Egypt
July 1, 2021 - August 1, 2021
Enhanced production line efficiency, decreasing costs and increasing productivity by 27%; re-programmed PLCs and optimized factory manufacturing processes by 12%.

Education

BEng at Alexandria University
September 1, 2020 - August 31, 2024
Master's with Distinction in Artificial Intelligence and Robotics at University of Essex
September 1, 2024 - October 1, 2025
Bachelor of Engineering in Mechatronics and Robotics at Alexandria University
September 1, 2020 - August 1, 2024

Qualifications

Add your qualifications or awards here.

Industry Experience

Telecommunications, Software & Internet, Education, Professional Services, Manufacturing, Media & Entertainment