AI Agents & Workflow Automation
Task-specific agents, approval gates, routing logic, retries and exception handling using the stack that fits the operation.
Independent AI Automation & Product Systems Builder
AI Automation for SaaS,
Education & Multilingual Operations.
I design reliable agents, integrations and internal systems that turn repetitive operational work into controlled, testable workflows — with human approval where judgment matters.
Languages
Arabic • French • English
Delivery Standard
Testing • Logging • Documentation
Operating Model
Human-in-the-Loop by Design
Services
From Workflow Analysis to a Working System
Lead Qualification & Follow-up
Capture, deduplicate, enrich, score and route leads, then create multilingual responses and follow-up actions.
API, CRM & Webhook Integrations
Connect forms, email, calendars, spreadsheets, CRMs and external services through APIs and webhooks.
Customer Support Automation
Triage messages, surface risk, draft responses and escalate sensitive cases without removing human control.
Process Mapping & Automation Roadmaps
Identify where automation creates value, what should stay manual and which workflow should be built first.
AI Video Production Systems
Structured pipelines for prompts, assets, image/video generation, review, editing and publishing.
Tooling can include Lindy, n8n, Make, direct APIs, webhooks, OpenAI, Gemini, spreadsheets and custom application code — selected according to the workflow.
Selected Work
Products and Systems Built Around Real Operations
Live Chrome Product
ORBIT AI
AI-assisted customer-success extension that analyzes page context, detects refund risk and produces a reply draft for human review.
My role
- • Product definition and workflow design
- • Browser extension behavior and risk-scoring experience
- • Gemini integration and contextual response flow
- • Authentication, subscription and privacy architecture
- • Website, positioning and product delivery
Private Product in Development
MODIR
Offline-first school management and intelligent scheduling platform designed around complex Algerian education rules, director overrides, constraint handling and desktop deployment.
System scope
- • Requirements and domain-rule analysis
- • Scheduling and generation workflow design
- • React, TypeScript, Rust, Tauri and SQLite architecture
- • Error handling, manual controls and print workflows
- • Product management from problem to implementation
Production Workflow Systems
AI Video Production
Repeatable systems for historical and educational video production: prompt structure, image/video generation, asset organization, continuity, editing, audio and publishing.
Workflow focus
- • Prompt and shot-system design
- • Asset naming and production tracking
- • Model selection and generation planning
- • Editing, transitions, audio and publishing flow
- • Cost and turnaround optimization
Interactive Workflow Preview
Multilingual Lead Qualification Agent
This browser-only sample demonstrates the workflow structure with sample data. A production implementation connects to your CRM, email, calendar and selected AI provider.
No text leaves this page. This preview uses simple local rules, not a live AI or CRM connection.
Run the preview to see classification, missing fields, response draft and structured CRM output.
Language
—
Qualification
—
Next Action
—
Detected buying signals
Missing data
Draft response
CRM-ready JSON
Delivery Process
A Controlled Path From Problem to Deployment
01
Discover
Business goal and constraints
02
Map
Inputs, decisions and exceptions
03
Build
Agent, integrations and UI
04
Test
Happy paths and edge cases
05
Deploy
Controlled production release
06
Handover
Documentation and support
Start With One High-Value Workflow
Describe the Process That Costs Your Team Time
I will help separate what should be automated, what should stay under human control and what a practical first version should include.
Email Project Details