Florian Rumiel

Fullstack developer
Get In Touch See My Work

About Me

Florian Rumiel

I'm a Fullstack developer with expertise in AWS, Terraform, and LLM technologies.

Experienced in designing and implementing cloud-based solutions using AWS, Terraform, and AI orchestration technologies. Skilled in DevOps practices, infrastructure as code, and LLM integration. My experience spans from deploying conversational bots using RAG techniques to optimizing language model orchestration in enterprise environments.

Email: rumiel.florian@gmail.com
Languages: French (native), English (bilingual)
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Professional Experience

2024 - Present

Senior Developer

Levio Conseils inc. - Desjardins, Quebec

  • Involved in the design of the global realization strategy for a multi-million dollars modernization solution
  • Implementation of pipelines to deploy API documentation websites
2024 - Present

Cloud Developer

Levio Conseils inc. - Legal department, Quebec

  • Integrated website change detection system into company cloud infrastructure
  • Managed authentication integration with Cognito and Flutter
  • Created and optimized Azure and AWS deployment pipelines
2024

Cloud Developer - AI Orchestration

Levio Conseils inc. - Ministry of Cybersecurity and Digital Technology (MCN), Quebec

  • Developed inference orchestration algorithm for RAG-based chatbot
  • Designed and optimized language model orchestration in AWS LZA environment
  • Trained production support teams on orchestration system maintenance
  • Researched and implemented techniques to reduce latency and improve response quality
  • Created test benches for conversational bot performance monitoring
2023 - 2024

Developer

Ministry of Natural Resources and Forests (MRNF), Quebec

  • Updated UI components for land registry system
  • Analyzed existing codebase and provided optimization recommendations
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

Fullstack Developer

Noovelia

  • Developed and maintained inventory management system in C# .NET
  • Reduced frontend codebase by 40% through refactoring
  • Enhanced UI/UX and maintained 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

AWS Bedrock

Docker

AI Orchestration

LangChain

LlamaIndex

Haystack 2

PGVector/ChromaDB/FAISS

Programming Languages

Python

Dart/Flutter

C#

Terraform

Certifications

AWS Cloud Practitioner

AWS Generative AI Essentials Partner

Terraform Associate

Personal Projects

Portfolio & Resume Automation

Personal website content management automation integrated with resume data

GitHub Automation Web Development
View on GitHub

YCombinator Startup Project

Application to YCombinator's Startup School with a project to automate data extraction from various sources

Entrepreneurship Data Extraction Automation

RAG Solutions in AWS

Architecture and implementation of RAG (retrieval augmented generation) solutions in AWS for company HR agent

AWS RAG LLM

Game Server Management

Personal & friends video game servers deployment, management and backup automation with AWS

AWS Automation DevOps
View on GitHub

Haystack 2 Contribution

Open source contribution to the Haystack 2 project (AWS Bedrock integration for LLM tool calling)

Open Source AWS Bedrock LLM

Resume Enrichment Tool

Automated resume 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

Get In Touch

Email

rumiel.florian@gmail.com

LinkedIn

linkedin.com/in/florian-rumiel

GitHub

github.com/FloRul