Romain Sebire
FR

Romain Sebire

Data & AI Engineer

romain.sebire1@gmail.com LinkedIn GitHub romainsebire.fr
Driving License (Car owner)
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Experience

Final Year Internship: AI Agent-Based Cybersecurity Dataset Construction & SAST LLM Fine-Tuning – Orange SA

Mar – Sep 2026 • Mougins, France
  • Vulnerability extraction using an agentic pipeline integrated with Serena MCP and syntax trees
  • Noise filtering and knowledge distillation from Claude Sonnet 4.6 to generate exploit and remediation Chain-of-Thought (CoT) reasoning
  • Fine-tuning of Qwen 3.6 27B using QLoRA with an NVIDIA H100 GPU on GCP based on the constructed dataset
  • Model evaluation on benchmarks and real-world audit testing of an application pre-audited by team pentesters to assess detection capabilities
FinetuningQLoRACybersecurityAgentic pipelinesLangchainMCP ToolsGCPvLLMPyTorchHugging Face

Data Mining & Machine Learning Projects – Federal University of Rio de Janeiro

Mar – Jul 2025 • Rio de Janeiro, Brazil
  • Development of regression, classification and clustering models for data analysis
  • ETL pipeline creation: extraction, transformation and data loading
  • SQL database creation and querying via Python
  • Sending analysis results through a RESTful API endpoint
PythonSQLScikit-learnMachine LearningXGBoostLightGBMOptunaAPI

Internship: Quality wall process digitalization – NTN-SNR

Nov – Dec 2024 • Alès, France
  • User audit, field immersion and requirements analysis
  • Functional specification writing
  • Functional mockup creation on Figma
  • Specification structuring for developers via Azure DevOps
FigmaJavaAzure DevOpsFunctional specifications

Internship: Experimental data acquisition and analysis – Géochanvre

May – Jun 2024 • Lézinnes, France
  • Thermal conductivity laboratory testing for new products
  • Experimental data collection, structuring and statistical analysis
PythonLaboratory testingThermal conductivityStatistical analysis

Education

IMT Mines Alès: Engineering degree

2023 – 2026 • Alès, France
  • Specialisation: Artificial Intelligence & Data Science
  • Option: Advanced Deep Learning and Reinforcement Learning
  • Additional track: International and Responsible Business Developer (IRBD)

Federal University of Rio de Janeiro: Academic exchange M1

Mar – Aug 2025 • Rio de Janeiro, Brazil
  • Program: Engenharia de Computação e Informação
  • Multicultural teamwork
  • Adaptation to an international academic environment

Lycée Malherbe: Classes Préparatoires (MPSI, MP)

2020 – 2023 • Caen, France

Lycée Jean Rostand: Scientific Baccalauréat (Mathematics)

2017 – 2020 • Caen, France

Skills

Languages & Tools

PythonJavaLinuxSQLGitDocker

Deep Learning & AI

LLMsReinforcement LearningComputer VisionTransformers

Agentic AI & Local LLMs

AgentsSkillsServeurs MCPClaude CodeCopilot CLIGoogle AntigravityOllamaLMstudioOpenCodevLLM

Languages

French (native)English C1 (TOEIC)Spanish B1Portuguese A2/B1