Florian Rumiel

About Me

I'm a Cloud Architect and AI Orchestration Specialist with expertise in AWS, Terraform, and LLM technologies.

Specializing in designing and implementing AI solutions, I focus on creating efficient, scalable cloud architectures that leverage the power of modern AI technologies. My experience spans from deploying conversational bots using RAG techniques to optimizing language model orchestration in enterprise environments.

Email: rumie.florian@gmail.com

Phone: +418-905-3574

Languages: French (native), English (expert)

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Professional Experience

2024 - Present

Cloud Architect

Levio Conseils inc., Quebec

Design and implementation of a conversational bot based on RAG (RSDE-CSPRP)
Systems architecture and solution development with Terraform and AWS
Integration and management of authentication with Cognito and Flutter
Design of Azure and AWS deployment pipelines

2024

Cloud Architect - AI Orchestration

Ministry of Cybersecurity and Digital Technology (MCN), Quebec

Design and optimization of language model orchestration in an AWS LZA environment
Training of production support teams for maintainability of the orchestration system
Research and development of orchestration techniques to reduce latency
Implementation of test benches for monitoring conversational bot performance

2023 - 2024

Intermediate Programmer Technician (web .NET)

Ministry of Natural Resources and Forests (MRNF), Quebec

Update of UI components for the land registry system
Analysis of existing code base and optimization suggestions

2022 - 2023

DevOps Analyst

Ministry of Justice of Quebec (MJQ), Quebec

Configuration, deployment, and management of cloud resources on Azure
Performance analysis using Azure monitoring and logging tools
Development of a pipeline variable analysis and optimization tool
Configuration of access control and deployment policies

2020 - 2022

Developer Analyst

Noovelia

Development and maintenance of an inventory management system in C# .NET
Refactoring to reduce frontend code base by 40%
Improvement of UI/UX and maintenance of REST APIs in microservices architecture

2018 - 2020

IT Analyst

Government of Canada

Bilingual technical support for federal employees
Diagnosis and resolution of hardware and software issues

Education

2017

Bachelor in applied sciences

UQAC - Major in Computer Science and Video Game Design

2017

Technology University Diploma

University of Burgundy - Computer Science

Skills & Expertise

Cloud Technologies

AWS

Terraform

Docker

AWS Bedrock

AI Orchestration

LangChain

LlamaIndex

PGVector

Haystack 2

Programming Languages

Python

Dart

C#

HCL

Certifications

AWS Cloud Practitioner

AWS Generative AI Essentials Partner

Terraform Associate, Certified Cloud Engineer

MongoDB - Big Data (2020)

Personal Projects

RAG Solutions in AWS

Architecture and implementation of Retrieval Augmented Generation solutions in AWS.

AWS LangChain PGVector

Legal Text Change Notifier

Design of an automated legal text change notification solution for legal departments.

Python NLP AWS

CV Enrichment Tool

Automated CV enrichment tool to facilitate assignment agent work.

NLP Python AI

RitFlocking

Open Source library of steering behaviors for autonomous agents.

C# Unity AI

View on GitHub

Unity Game Development

Game development with Unity using dependency injection and linear algebra.

Unity C# Game Dev