Thibault Ketterer

Lead DevOps Architect | LLM & Workflow Automation

7 recommandations

Salaire / Taux journalier

7 personnes recommandent

Bordeaux, France

Mobilité : Paris

Freelance, ouvert au CDI

Peut venir sur site

Expertises

LinuxSite reliability engineeringHTMLPythonFlaskGitGitLabLLMs / Large language modelsJavascriptOVHcloudDevOpsBig DataETLCSSMariaDBMySQLAmazon EC2HardwareTerraformGIMPGitHubAnsibleNotionConseil en cybersécuritéSEOCAWSElasticsearchKubernetes

Langues

AnglaisFrançais

Recommandé par

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À propos

Introduction

DevOps Architect with 15+ years building scalable infrastructures and AI/ML systems. Recently fine-tuned LLMs reducing hallucination rates by 40% and transformed deployment processes from 6 months to seconds. Specialized in Kubernetes, MLOps, and cloud automation for high-performance, secure solutions.

Liens

Expérience de travail

AI/ML Engineer | Building Custom Models & RAG Systems | LLMs, Fine-Tuning, MLOps

FreelanceFreelance

janv. 2025 - Présent

1 an 10 mois

France · Remote

- Audited client AI stacks and recommended cost-efficient architectures - Fine-tuned LLMs (Llama 3.2, Mistral) on domain-specific data, reducing hallucination rates by 40% via QLoRA + quantization techniques with Unsloth.

Senior DevOps - kubernetes - cybersecurity

YogoshaFreelance

juil. 2021 - Présent

5 ans 4 mois

69340 Francheville, France

Yogosha is a pioneering French startup making its mark in the security sector. As a key member of their team, I am leading the design and implementation of their Vulnerability Operation Center (VOC) as both a service and on-premise solution. My mission is to revolutionize the existing infrastructure by transforming it into containerized applications hosted on Kubernetes, starting from scratch. I focus heavily on security while introducing numerous new features. My expertise spans: - Kubernetes - Helm - Traefik - K3s - gitalb CI/CD - Terraform - Advanced Encryption Techniques - Private Docker Repositories - Ensuring Reproducibility and Low Maintenance with Self-healing Services - Python Scripting for Automation and Efficiency I successfully re-engineered the deployment process of the main application, reducing setup time from six months to mere seconds. Following this, I integrated all existing services into a Kubernetes cluster, streamlining operations and enhancing scalability and monitoring / logging.

Blockchain Validator Node operator

Self-employedFreelance

oct. 2018 - Présent

8 ans 1 mois

internet

I am passionate about blockchain technology and have been an active investor since 2018. My journey in the blockchain space includes: - Extensive Research: I have read over 300 whitepapers to stay informed about emerging trends and technologies in the blockchain ecosystem. - Project Testing: Regularly testing new projects and using DeFi platforms to understand and evaluate their functionalities. - Token Creation: Developed and deployed tokens for testing purposes to explore different blockchain functionalities. - Smart Contract Development: Created and tested various smart contracts to ensure their security and efficiency. My expertise includes: - Cryptocurrency Mining: Proficient in mining digital currencies, including Ethereum, Monero, and Bitcoin. - Blockchain Testnet Specialist: Actively participating in and supporting various blockchain testnets such as Aptos, Namada, Celestia, Entangle, Dymension, Avail, Taiko, and Quilibrium. I assist in the development and testing of new blockchains, identify bugs, contribute code improvements, and report security vulnerabilities. I am deeply committed to advancing blockchain technology and continuously exploring new opportunities within the space.

DevOps Infrastructure Consultant | CDN | Cloud (AWS/GCP) | Scalable Systems

Self-Employed

févr. 2012 - Présent

14 ans 9 mois

France | remote

Consulting Expertise: I offer consulting services in the following areas: - Web Tracking and Analytics: Implementing and optimizing tracking systems for insightful data analysis. - High Traffic Websites: Specializing in caching and bench-marking to ensure optimal performance and scalability. - Backup Strategy: Designing and implementing robust backup solutions for data security and disaster recovery. - Technical Architecture: Crafting efficient and salable technical architectures tailored to business needs. Clustering, High Availability (HA), and Load Balancing: Ensuring system reliability and performance through advanced clustering and load balancing techniques. - Cloud Hosting: Expertise in AWS, Google Cloud, and Terraform for seamless cloud integration and management. - Automation: Utilizing Ansible and SaltStack for efficient and error-free automation of infrastructure and processes. - VPN Implementation: Securing network communications with robust VPN solutions. Debugging and Problem Solving: Diagnosing and resolving complex technical issues swiftly and effectively. My consulting services are designed to provide comprehensive solutions, ensuring your systems are efficient, secure, and scalable.

Senior Data DevOps

Bedrock Streaming

janv. 2020 - janv. 2022

2 ans 1 mois

69340 Francheville, France

Data Infrastructure Team at Bedrock Bedrock is building streaming platforms (like netflix) the most know customers are currently Salto (new french SVOD platform) and 6play(M6 TV channel) I am the Data infrastructure needed to handle SVOD data (medias and user tracking) aws + EMR for data platform airflow as a scheduler, dataviz by Superset. From 1 to 10 customers in one year. We migrate from a POC to a complete EKS managed solution, scalabe and reliable, monitoring with prometheus and aws cloudwatch, some PRs to superset. We manage to transform and orchestrate the infrastructure to scale more and multiply it for every customer, leveraging a lot of terraform. Passing from a 2 hour deployment to 2 seconds (in k8s) Tech used: airflow, python, superset, aws, emr, terraform, docker, kubernetes, jenkins with a drop if agiles processes, prometheus, grafana, eks

Data DevOps

GROUPE M6Freelance

nov. 2019 - janv. 2020

3 mois

Greater Lyon Area

Part of the Core Data Team at M6web We are designing the Data infrastructure needed handle SVOD data (video or user related) using a lot of aws EMR and airflow scheduler. end of 2019: migration to EMR ephmeral hadoop clusters by aws. I used my knowledge on airflow and hadoop to help the migration to EMR(aws branded auto-hadoop) Tech used: airflow, python, superset, aws, emr, terraform, docker, kubernetes, jenkins with a drop if agiles processes

DevOps training manager

Ecole IPSSI / Alumni

mai 2019 - déc. 2019

8 mois

7620 Paris, Danemark

Developed and launched the complete DevOps curriculum from scratch, covering Development, Continuous Integration (CI), Cloud, Kubernetes, Testing, and Automation. Responsible for teacher recruitment and student management. Delivered comprehensive DevOps courses.

Holimetrix (by D-Bi)

mars 2014 - mai 2018

4 ans 3 mois

Greater Lyon Area

Deputy CTO

mars 2016 - mai 2018

2 ans 3 mois

Greater Lyon Area

I took care of - defining the data exchange strategy and details with partners - project managment, deliverability - designing technical solutions - team management

IT Operations Manager

mars 2014 - mai 2018

4 ans 3 mois

Greater Lyon Area

In 4 years we started from almost nothing to webservers handling thousands of request per second without CDN Aggregating data to our on-premise hadoop cluster and deliver the data to our angular portal in real time. I was working with a dream team of highly skilled people ranging from big data developpers to front end developper. We automate everything with saltstack then, ansible, docker, python, aws and use a great deal of airflow to orchestrate our batch processing. 2014 - icing, rebuild of the whole architecture, lots of benchmarking around aws, hadoop, monitoring, MySQL 2015 - migrate the data source, our tag pixel to aws, migrate the data storage and processing to hadoop, used EMR and google dataproc 2016 - focus on hadoop and airflow, stabilizing everything and migrate all the old code. 2017 - we focused on icing again to grow product quality and results, and built a TV advertising recognition system from scratch, hadoop and airflow icing 2018 - Tv advertising video detection year, we built some interfaces, dockerize the whole thing key technologies: continuous integration with jenkins, python flask for admin interfaces, saltstack then ansible, airflow, python, rancher, iptables, nginx, hortonworks hadoop Our tracker tag was integrated on many french bit sites like orange, renault, VW, jaguar, we had no downtime in 4 years. Holimetrix is an online analytics software which goal is to let you optimize your ads performance. Focused on TV advertising drive-to-web experience, app installation monitoring.

sysadmin

Brainsonic

avr. 2010 - mars 2014

4 ans

Greater Lyon Area

We started at 30 web servers and there were 100 when I left (mainly apache / nginx) backed up by CDN (CDNetworks and varnish) I took great care of the production and internals servers and managed the IT department (3 people), be pro-active on IT innovations, monitoring etc.. Distributing video content, sometime live event (I remember well the placebo concert in Paris)m and media content (like Loreal assets) 100 debian /apache / mysql servers serving hundreds clients websites (mainly video streaming, and live streaming) + internals preprod ... 30 host ffmeg (video encoding farm) CISCO, VLANs, and ADSL load balancing. Technologies I used: DNS, apache2, varnish, php, mysql(master-slave), OVH, git, python, bash scripts, postfix, exim, CDN, zabbix, munin, apachebench, etckeeper, fabric. I have written many scripts to interact with APIs : OVH, googledoc, cdnetworks in order to simplify my job. Many virtual machines under kvm, xen. 2013 We entered the cloud world by the MS azure door, lots of automation with azure-cli We worked a lot with customers like Loreal and INRA to secure their Digital Asset Managment services (DAM) 2012 I designed our new load balanced web infrastructure based on VLAN, cisco ACE and some servers I have done a lot of varnish-cache tuning to optimise hit rates. discovering azure Server provisioning, monitoring, storage (backing up TB of videos), tested aws and azure cloud.

Réseau de Transport d'Électricité

nov. 2005 - mai 2010

4 ans 7 mois

sysadmin

janv. 2007 - mai 2010

3 ans 5 mois

Linux, Sun, Windows, about 200 computers and 100 users I rebuilt the whole authentication and network architecture, based on SAN, blade center, xen virtualization and a netapp filers. Monityoring and automating everything with scripts. I was compiling a big part of the open source world to make it available for Solaris and Linux Xen 3.3 (centos), vmware Redhat cluster NFS NIS domain, samba shares, 3 IBM Blade center and 60 mixed servers HP ML350, Suns, Fiber attachement, cluster Storage : emc SAN CX, IBM DS4200, Netapp FAS 2020 Backup: TSM, networker Remote Installation: Linux & windows autoinstallation by network (unattended project, modified) SVN, CVS, trac with many many different projects

developer and sysadmin

nov. 2005 - déc. 2006

1 an 2 mois

Unix System administration : Solaris, Linux, python, c++ C++ code: for a special application, huge refactoring and porting the software from windows to Linux python scripting everything.

open source consultant

devoteam for RTE/DMA France

mars 2005 - déc. 2005

10 mois

built a GUI for a distributed computing in wx-perl lots of play with proxy, squid and automation with scripts

web developper

FreelanceFreelance

déc. 2004 - mai 2005

6 mois

7620 Paris, Danemark

Contractor: I've made a CMS, that was used for 4 sites in php / mysql / javascript

linux XFree consultant

Ecasting

janv. 2004 - déc. 2004

1 an

- Built a bootsable iso of Linux, starting an automated video streaming device tech: Xfree/xorg, touchscreen, Gtk programming, Linux From Scratch, shell scripting http://www.videospot.com/index-en.html - Sent SMS in java (spam / ad service) AT programming, mysql, php


Formation

EPITA: Ecole d'Ingénieurs en Informatique

MB/MS

1999 - 2004

5 ans 1 mois

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