Farouk Hajjej
GenAI Solutions Architect | AI Automation Consultant
New to Contra
Farouk is ready for their next project!
AI Automation & Copilot Enablement
Original framework • Capability overview — not a client case study.
A practical method for identifying repeatable work that can be improved with AI and automation while preserving necessary human judgment.
The framework maps triggers, inputs,...
AI Agents, APIs & MCP Integrations
Original framework • Capability overview — not a client case study.
A controlled integration blueprint for agentic workflows that connect models to approved tools, data, and business systems through APIs, webhooks, function calling, and MCP...
RAG Knowledge Systems
Original framework • Capability overview — not a client case study.
A blueprint for converting trusted documents and data into useful, traceable AI-assisted answers. The flow begins with the questions users need answered and the sources allowed to support...
GenAI Strategy & Architecture
Original framework • Capability overview — not a client case study.
A practical way to move from a business objective to a buildable GenAI delivery plan. I use this structure to frame the use case, prioritize value and feasibility, define the target...
