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I lead enterprise Generative AI and solution architecture, delivering secure, scalable, and compliant AI-powered journeys across digital value streams. I specialize in translating product vision into enterprise-ready architectures aligned to guardrails and driving reuse via APIs, data products, and microservices to reduce technical debt.\n\nI architect and industrialize Retrieval-Augmented Generation (RAG) and LLM-based agent platforms: ingestion, parsing, chunking, indexing, retrieval, grounding, evaluation, and observability. I coach tech leads and engineers in AI architecture patterns (LLMOps, RAGOps, agentic design), helping teams accelerate delivery in scaled agile environments while ensuring governance and Responsible AI practices.…I lead enterprise Generative AI and solution architecture, delivering secure, scalable, and compliant AI-powered journeys across digital value streams. I specialize in translating product vision into enterprise-ready architectures aligned to guardrails and driving reuse via APIs, data products, and microservices to reduce technical debt.\n\nI architect and industrialize Retrieval-Augmented Generation (RAG) and LLM-based agent platforms: ingestion, parsing, chunking, indexing, retrieval, grounding, evaluation, and observability. I coach tech leads and engineers in AI architecture patterns (LLMOps, RAGOps, agentic design), helping teams accelerate delivery in scaled agile environments while ensuring governance and Responsible AI practices.

Anis Khai

Architect, AI Developer, Data Scientist, +2

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I lead enterprise Generative AI and solution architecture, delivering secure, scalable, and compliant AI-powered journeys across digital value streams. I specialize in translating product vision into enterprise-ready architectures aligned to guardrails and driving reuse via APIs, data products, and microservices to reduce technical debt.\n\nI architect and industrialize Retrieval-Augmented Generation (RAG) and LLM-based agent platforms: ingestion, parsing, chunking, indexing, retrieval, grounding, evaluation, and observability. I coach tech leads and engineers in AI architecture patterns (LLMOps, RAGOps, agentic design), helping teams accelerate delivery in scaled agile environments while ensuring governance and Responsible AI practices.…I lead enterprise Generative AI and solution architecture, delivering secure, scalable, and compliant AI-powered journeys across digital value streams. I specialize in translating product vision into enterprise-ready architectures aligned to guardrails and driving reuse via APIs, data products, and microservices to reduce technical debt.\n\nI architect and industrialize Retrieval-Augmented Generation (RAG) and LLM-based agent platforms: ingestion, parsing, chunking, indexing, retrieval, grounding, evaluation, and observability. I coach tech leads and engineers in AI architecture patterns (LLMOps, RAGOps, agentic design), helping teams accelerate delivery in scaled agile environments while ensuring governance and Responsible AI practices.

Available to hire

I lead enterprise Generative AI and solution architecture, delivering secure, scalable, and compliant AI-powered journeys across digital value streams. I specialize in translating product vision into enterprise-ready architectures aligned to guardrails and driving reuse via APIs, data products, and microservices to reduce technical debt.\n\nI architect and industrialize Retrieval-Augmented Generation (RAG) and LLM-based agent platforms: ingestion, parsing, chunking, indexing, retrieval, grounding, evaluation, and observability. I coach tech leads and engineers in AI architecture patterns (LLMOps, RAGOps, agentic design), helping teams accelerate delivery in scaled agile environments while ensuring governance and Responsible AI practices.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Senior Solution Architect – Generative AI / Cloud at TotalEnergies (Digital Factory)

June 1, 2022 - Present

Scaled document AI and GenAI pipelines to triple throughput; reduced analyst time by ~40% using RAG-based automation and semantic retrieval. Standardized enterprise GenAI reference architecture adopted across 15+ squads. Led end-to-end RAG for enterprise knowledge: ingestion, parsing, chunking, embeddings, indexing, hybrid retrieval, reranking, and grounding with citations. Architected LLM-based assistants and agentic workflows; optimized GPU-accelerated serving on Kubernetes; established governance and CI/CD/IaC practices; embedded access control and data classification for sensitive content.

Cloud & Kubernetes Architect at Capgemini (ANS)

November 1, 2021 - May 1, 2022

Delivered Kubernetes reference architectures across on-prem and Azure; implemented security baselines; designed high-availability platforms; produced HLD/LLD for delivery teams. Implemented backup/restore strategies; integrated observability foundations (OpenTelemetry/Prometheus) and alerting. Strengthened security with image scanning and identity integration; collaborated with stakeholders and agile delivery teams.

Senior Azure & AWS Solution Architect at La Française des Jeux (FDJ)

January 1, 2019 - August 1, 2021

Standardized Infrastructure-as-Code (Terraform) and deployment patterns; improved reliability and observability for microservices platforms. Designed cloud architectures on Azure and AWS focusing on availability, performance, security, and operational excellence. Translated architecture into Terraform modules and runbooks; supported deployments and release readiness; implemented centralized logging/monitoring (Elasticsearch/Kibana) and performance testing.

Solution Architect / DevOps at Societe Generale

March 1, 2017 - January 1, 2019

Enabled a microservices delivery platform with CI/CD and observability; supported banking initiatives with secure integration patterns and platform governance. Designed on-prem microservices foundations; implemented performance testing, distributed tracing; collaborated with risk, security, and engineering to ensure compliance.

Solution Architect / Tech Lead at OCTO Technology

December 1, 2012 - February 1, 2017

Led architecture definition (HLD/LLD), delivery planning, and governance across client engagements in banking and digital platforms. Built software-factory foundations with quality gates and release processes; delivered integration/POC work with third-party systems; drove engineering enablement and stakeholder alignment.

Tech Lead / Full Stack Developer at Omnidata

February 1, 2011 - November 1, 2012

Led architecture and delivery for multi-client projects, established software-factory practices, and delivered POCs with third-party systems in banking and digital platforms.

Full Stack Developer at IBM

October 1, 2010 - January 1, 2011

Contributed as a Tech Lead / Full Stack Developer on enterprise-grade applications, delivering integration with banking systems and modern web/mobile interfaces.

Tech Lead / Full Stack Developer at MarocLear

April 1, 2010 - September 1, 2010

Led technology delivery for education platform initiatives, coordinating frontend and backend work and mentoring junior engineers.

Freelance Tech Lead / Full Stack Developer at CIH Bank

August 1, 2009 - March 1, 2010

Provided freelance leadership for full-stack development projects, aligning solutions with banking security and regulatory requirements.

Software Engineer / Tech Lead at CIH Bank

July 1, 2000 - July 1, 2009

Developed and led engineering efforts for enterprise banking applications, focusing on reliability, security, and performance.