AI systems builder using Airtable, n8n, Langchain, and various more integration layers and complementary tools. Experience with building full-stack operations systems using Airtable.

Ayman Garzidin

AI systems builder using Airtable, n8n, Langchain, and various more integration layers and complementary tools. Experience with building full-stack operations systems using Airtable.

Available to hire

AI systems builder using Airtable, n8n, Langchain, and various more integration layers and complementary tools. Experience with building full-stack operations systems using Airtable.

Language

English
Fluent
Arabic
Fluent
French
Fluent
German
Intermediate

Work Experience

AI Solutions Builder at APEX Consulting (Germany)
February 1, 2026 - April 30, 2026
Shipped an internal client-onboarding dashboard (Lovable + Next.js, deployed on Railway) with embedded Tavus AI live-avatar streaming, transforming onboarding from static intake to a conversational flow. Architected a German-market Meta Ads operation in Airtable with a 5-table model, 5 automations, ad-copy template library, and client-facing/internal interfaces wired to a Kanban approval flow (Zur Prüfung → Freigegeben → Veröffentlicht). Co-led client POC sessions and owned day-to-day client communication across the engagement.
AI Agent Developer at Ucheed (Lebanon)
November 1, 2025 - Present
Delivered 2+ production-grade multi-agent client lead qualification systems inside n8n using sub-agents, HTTP requests, and sub-workflow execution, improving qualification efficiency by 60%. Produced RAG SOP guides for standardized document ingestion using a self-hosted LightRAG and automated document upload/ingestion pipeline in n8n (JSONL). Enhanced agent development efficiency by 65% with prompt-generation/optimization frameworks. Engineered concise, jurisdiction-aware system prompts with tool behavior, safety guardrails, privacy, and hijacking resistance while collaborating with senior leadership across discovery sessions.
AI Web Developer at Goast Flower (Riyadh)
August 1, 2025 - November 30, 2025
Built an AI-native cultural platform with an agent-based architecture using Claude Code, Cursor, and GPT-o3, scaling to support 345+ Saudi artists. Increased traffic through organic social funnels and GA4 monitoring. Used prompt-driven development with AI-generated code, automated debugging, and fallback systems. Engineered backend using Google Sheets as CMS with real-time API transformations and serverless functions. Built stakeholder/developer handover SOPs for continuity and build–test–deploy governance.
Mechanical Engineer at ALPHA Int'l Contracting, Al Khobar, Saudi Arabia
June 1, 2024 - April 1, 2025
- Solved HVAC/MEP technical challenges; designed cooling loads/ducting & firefighting systems (NFPA 13/72); - Led supplier identification & negotiations; ensured ASHRAE/SMACNA compliance across project deliverables; - Supervised on-site technicians & managed technical challenges in coordination with the engineering team and subcontractors.
Mechanical Engineering Intern at Dar Al-Handasah
June 1, 2022 - July 31, 2022
Designed HVAC loads and ducting using Carrier HAP and AutoCAD in accordance with ASHRAE standards.
University Ambassador at Localized
February 1, 2022 - June 1, 2022
Doubled users from 400 to 800+ in less than 3 months via campaigns with university clubs & administration. Mastered platform workflows to optimize promotion strategies.
Mechanical Engineering Intern at Al Tawkilat
June 1, 2021 - August 31, 2021
Managed end-to-end maintenance order processing (20+ orders daily). Built an internal report covering organizational structure, role mapping, and inter-departmental workflows.

Education

Bachelor of Engineering (BE), Mechanical Engineering at University of Balamand, Lebanon
September 1, 2021 - September 1, 2023
Bachelor of Science (BSc), Mechanical Eng. (ABET Accred.) at University of Balamand, Lebanon
September 1, 2017 - September 1, 2021
Diploma in B.E. & B.Sc., Mechanical Engineering at University Of Balamand
October 1, 2019 - May 1, 2023

Qualifications

Applied Generative AI Specialization
January 1, 2025 - September 25, 2025
Purdue University & SimpliLearn
ChatGPT Prompt Engineering
January 1, 2025 - September 25, 2025
OpenAI & Deeplearning.ai
PL300T00 Power BI Data Analyst
January 1, 2024 - September 25, 2025
Microsoft
LangChain for LLM Development
January 1, 2025 - September 25, 2025
LangChain & Deeplearning.ai
Blockchain Basics
January 1, 2021 - February 1, 2021
Coursera
Applied Generative AI Specialization – Purdue University x Simplilearn
January 11, 2030 - August 27, 2026
AI Automation Specialization – Quantum Base
January 11, 2030 - August 27, 2026
Power BI Data Analyst (PL-300T00) – Microsoft
January 11, 2030 - August 27, 2026
Python for Data Science – Zaka Academy
January 11, 2030 - August 27, 2026
LangChain for LLM Development - DeepLearning.ai
January 11, 2030 - August 27, 2026
Vibe Coding with Replit 101 – Deeplearning.ai
January 11, 2030 - August 27, 2026
ChatGPT Prompt Engineering - DeepLearning.ai
January 11, 2030 - August 27, 2026
Sales & Business Development - eFlow.ai
November 1, 2023 - August 27, 2026

Industry Experience

Software & Internet, Professional Services, Computers & Electronics, Media & Entertainment
    Business Intelligence Chatbot Assistant

    Designed chatbot as a foundation for BI/search use-cases (KPIs, knowledge assistants) Developed prototype with NLP, and LangChain SequentialChains
    Implemented contextual memory and RAG pipelines with FAISS embeddings

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