Ibtissem Hattab

Senior SRE-MLOps Engineer | Google Cloud

Salaire / Taux journalier

Tunis, Tunisie

Freelance, ouvert au CDI

Peut venir sur site

Expertises

Google Cloud PlatformKubernetesDevOpsMachine LearningGolangVercelGitTerraformDockerLinuxGitHubAWS

Langues

ArabeAnglaisFrançais

À propos

Introduction

Google Developer Expert & MLOps Engineer with 6+ years building scalable ML infrastructure and DevOps solutions. Led cloud-native deployments at InstaDeep, architected CI/CD pipelines, and managed high-performance computing systems on AWS/GCP. Specialized in Infrastructure as Code, container orchestration, and ML workflow optimization for enterprise-scale platforms.

Liens

Expérience de travail

SRE-MLOps Engineer | AI Agent Systems Deployment

InvoSpark

nov. 2024 - Présent

2 ans

À distance

-Designed and maintained highly available AI infrastructure (99.99% uptime) across cloud, on-premise, and hybrid environments. -Optimized AI/ML pipelines for performance and cost, including GPU utilization, autoscaling, and FinOps practices. -Led container orchestration and LLM inference deployments using Kubernetes, Docker, and Helm. -Built CI/CD pipelines (Argo CD, GitOps, Tekton) to automate AI model and agent system deployments, reducing release cycles by 60%. -Established observability stacks (Prometheus, Grafana, ELK, OpenTelemetry) to monitor models, agents, and infrastructure in real time. -Implemented A/B testing, canary rollouts, and automated rollback for safe AI model and agent releases. -Architected and deployed autonomous agents and multi-agent systems (adk, LangChain, CrewAI, LangGraph) across cloud, on-prem, and edge. -Developed scalable agentic microservices optimized for low latency, high throughput, and secure API integrations. -Monitored and optimized agent performance (response time, tool usage, decision paths) to ensure reliability at scale. -Created version-controlled workflows for agent prompts, configurations, and model parameters, ensuring reproducibility. -Drove knowledge sharing, mentoring, and documentation to uplift SRE and MLOps best practices across teams.

GoogleFreelance

juil. 2024 - Présent

2 ans 4 mois

Google for Startups Accelerator Mentor

sept. 2024 - Présent

2 ans 2 mois

An equity-free accelerator program for Seed to Series A startups based in MENA and Turkey. The accelerator aims to connect the best of Google's products and people to empower startups to scale their business, towards success in the rapidly evolving landscape of AI and technology.

Google Developer Expert in GCP

juil. 2024 - Présent

2 ans 4 mois

The GDE program is a global network of highly experienced professionals and influencers in various Google technologies, and to be part of this esteemed group is a privilege. It represents an opportunity to further contribute to the tech community, share knowledge, and collaborate on a wider scale to drive technological advancements and solutions.

DevOps Engineer

InstaDeep Ltd

juin 2021 - oct. 2024

3 ans 5 mois

Soliman, Tunisie

-Provision and manage infrastructure optimized for ML workflows through Infrastructure as Code in the Cloud and On-Premise. - Implement CI/CD pipelines for build, test and deployment automation. - Make use of high-performance computing, GPUs technologies, and large-scale cloud-based (e.g. AWS, GCP) distributed systems. Monitor and robustify the platform. - Container-based development and deployment. - Develop tools to enhance the platform and extend automation possibilities. - In-depth understanding of modern distributed software architectures. - Manage projects and organize workflow - Strong project management and organizational skills. - support and work with cross-functional teams in a dynamic environment and deliver high quality services to other departments.

DevOps Engineer

Mobelite

juil. 2020 - juil. 2021

1 an 1 mois

Monastir, Tunisie

-Manage production environments. -Configure CI/CD pipeline. -Deploy a Highly available Jenkins cluster on AWS. -Dockerize Web Applications. -Automate actions on AWS using CloudFormation, Lambda Function, CloudWatch, and API Gateway. -Build auto_scaling architecture on AWS. -Build VOD Solution on AWS. -Configure high availability and backups. -Monitoring Infrastructure: Grafana , Zabbix. -Performance & Load Testing : Jmeter

CTO

4th RevFreelance

janv. 2018 - juil. 2020

2 ans 7 mois

Sousse Governorate, Tunisia

4th Rev is a startup based on a suite of software products designed to get the most from your 3D printers Design and implementation of a solution that allows users to: -View real-time progress of their prints. -Add a camera to stream live video, take snapshots, and timelapses. -They can visually inspect their print bed anytime by taking a quick snapshot remotely. Besides, they can also monitor key temperature readings like print bed and extruder as well.

Sastec Group

déc. 2018 - mars 2020

1 an 4 mois

Sfax Governorate, Tunisia

Junior DevOps

juil. 2019 - mars 2020

9 mois

Sfax Governorate, Tunisia

-Deployment, containerization and continuous integration using Git, Docker and CI/CD tools (Gitlab CI, Jenkins). -Configuration management using Ansible and Saltstack. -Build test and dev evironnements using Virtualisation and Linux containers (basically with vagrant, LXC containers and docker). -Linux (Debian) systems administration. -Scripting with bash. -Install configure and maintain web services. -Reverse proxies : Apache, Nginx. -Monitoring and OpenTracing for performance metrics and infrastructure troubleshooting. (ELK, TickStack). -Message Queuing Tools (Rabbitmq).

DevOps-ML Intern

déc. 2018 - juil. 2019

8 mois

Sousse, Tunisie

Design and Implementation of an Intelligent Bot able to retrieve projects from GitHub and install it automatically, using TensorFlow, Python, AI and AWS

Robotics Instructor

MakerLab

févr. 2018 - mai 2019

1 an 4 mois

Sousse Governorate, Tunisia

Teach students how to program real robots using the powerful Arduino programming language. Program the controls, sensors, movement, and behavior, and set out on fun and exciting missions including sumo fights, soccer, obstacle course missions, and more.


Formation

IHEC Sousse

Master's degree

2021 - 2023

3 ans

ESSTHS - École Supérieure des Sciences et de la Technologie de Hammam Sousse

Master's degree

2019 - 2021

3 ans

ESSTHS - École Supérieure des Sciences et de la Technologie de Hammam Sousse

Bachelor's degree

2017 - 2019

3 ans

ESSTHS - École Supérieure des Sciences et de la Technologie de Hammam Sousse

Bachelor's degree

2013 - 2017

5 ans


Licences et certifications

Google Professional Cloud Architect Certification

Délivré le : –

Certifié par Google

Google Cloud DevOps Engineer Professional Certification

Délivré le : –

Certifié par Google

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