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Kamal L.KL

Kamal L.

AI Architect & LLM Workflow Expert

€750/day
Paris, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About Kamal

🎯 AI Agents & Intelligent Automations
· Design and development of autonomous AI agents (CrewAI, LangChain, LangGraph) orchestrated in complex asynchronous workflows
· Workflow automation and API integration (n8n, Make) to optimize business processes

🧠 AI + Systems Expertise
· Multi-role AI agent architecture (LLM, tools, roles, strategy)
· Multi-agent coordination, supervision, error handling, and fault tolerance
· State persistence and scalability, short-term memory (RAG: ChromaDB) + long-term memory (SQLite3)

📊 AI Performance Management
· Definition of KPIs (resolution rate, costs, time saved, satisfaction)
· Implementation of dashboards & monitoring frameworks ensuring measurable ROI and seamless integration into business processes

🚀 Goal: boost productivity, automate critical operations, and generate tangible ROI through robust, business-aligned solutions.

Engineer, ex-Microsoft, ESCP graduate, I combine strategic vision and field execution to deploy integrated, high-performing, value-generating AI agents.
  • French

    Native or bilingual

  • English

    Fluent

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • Freelance - SoBusiness Value
    AI Agents & Automation Expert | Operational Efficiency and Performance
    January 2022 - Today (4 years and 5 months)
    Paris, France
    I help organizations automate their critical operations through asynchronous AI agents, integrated into robust workflows aligned with their business priorities.

    • Design and deployment of AI agents (support, HR, sales ops, industrial operations) with CrewAI, LangChain, n8n, Make
    • Development of asynchronous multi-agent workflows with scheduling, follow-ups, memory/state persistence, and lifecycle logic (init, error recovery)
    • Rigorous monitoring of AI agent performance through business KPIs (usage rate, resolution rate, cost per interaction), impact analysis, and ROI management
    • Delivery of intelligent assistants in <4 weeks, generating +40% productivity gains
    • Reduction of ticket processing time by 40% and operational costs by -25% through scalable agents
    • Alignment of architectures with security, compliance (GDPR, AI governance), and client IT requirements
    Langchain CrewAI AI Agent Workflow automation Prompt engineering
  • Entreprise Industrielle
    AI & Automation Expert | SME Operational Transformation
    January 2014 - January 2022 (8 years)
    • Design and execution of a strategic "Industry 4.0" initiative to implement a smart and connected factory
    • Consolidation of OT/IT/engineering data into a single platform to improve management and decision-making velocity
    • Design of AI agents for predictive maintenance, breakdown reduction, and autonomous diagnostics
    • Automation of supply, HR, finance, and reporting workflows via n8n
    • +15% net margin through process optimization, lean management, and automation
    • Executive role: AI strategy, technical delivery, operational excellence
  • Microsoft
    Senior Global TAM / Transformation and Strategy Lead
    June 2008 - January 2014 (5 years and 7 months)
    • Management of digital transformation programs for strategic accounts (IBM, Atos, Orange)
    • C-level consulting and co-construction of business-aligned tech roadmaps
    • IT-business alignment on automation, cloud, performance, and operational excellence issues
    • +130% revenue at IBM, +113% at Atos through a proactive value-oriented approach
    • Awarded two Microsoft distinctions for cross-functional leadership and delivery excellence

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Education

  • Telecommunications Engineer
    ENSEIRB-MATMECA, Bordeaux INP
    2004
    Télécommunications & Réseaux
  • Executive MBA
    ESCP Business School
    2020
    Stratégie, Finance, Leadership

Skill set

Categories

  • Other