CV

Senior AI Engineer

Experience

2024 – present
Senior AI Engineer — Data, Analytics & AI
ELCA Informatique SA · Pully, Switzerland
  • AI Platforms & Agentic AI: Designed and deployed solutions using Agentic architectures, integrating multiple data sources, MCP tools and enterprise-grade security monitoring. Microsoft Foundry, AWS AgentCore, Databricks and Open-Source solutions.
  • NLP & Search: Built intelligent search and knowledge management systems using Azure AI Search — taxonomy enrichment, multi-language support, synonym handling
  • Data Engineering & Cloud: Architected an IoT data platform for regulated manufacturing (real-time ingestion, Digital Twin, GAMP 5 DevOps); developed device telemetry monitoring and KPI algorithms; data replication between SQL Server and Dataverse via Azure Synapse; established CI/CD pipelines and cloud infrastructure on Azure
  • Architecture & Pre-sales: Contributed to AI solutions architecture, offers and client workshops across pharma, manufacturing, international organizations, and public sector
  • Mentoring: Supervised internships and coached junior engineers on technical practices, code quality, and project delivery
Azure / Microsoft Foundry Agentic AI / AI Platforms Databricks AWS AgentCore IoT Python
2020 – 2023
Data Scientist
ELCA Informatique SA · Lausanne, Switzerland
  • NLP & Search: Built pipelines for large-scale analysis of scientific literature and public websites (NER, similarity scoring); implemented an Elasticsearch search engine with advanced relevance tuning; contributed to a document analytics framework for automated classification and extraction
  • Forecasting & Analytics: Developed energy consumption clustering (K-means + DTW) and forecasting (LSTM, ARIMA, Croston) models on large utility datasets
  • Research: Completed MSc thesis on cross-lingual hate speech detection using transformer models (BERT), achieving state-of-the-art performance on zero-shot multilingual benchmarks
NLP Transformers / BERT Elasticsearch Time Series Python Azure

Education

2018 – 2020
MSc in Computer Science
EPFL – Lausanne, Switzerland · Specialization: Data Analytics
2017 – 2018
Exchange Semester
Linköpings Universitet – Linköping, Sweden
2015 – 2018
BSc in Computer Science
EPFL – Lausanne, Switzerland

Skills

AI & ML
Machine Learning, Deep Learning, NLP, GenAI/LLMs/Agentic AI, RAG, Computer Vision, Time Series, LiteLLM, Open WebUI, mlflow
Data Engineering
Spark / PySpark, Databricks, Azure Synapse, Delta Lake, Polars, Airflow, Dagster, dbt, Elasticsearch
Cloud & Infrastructure
Azure (OpenAI, AI Search, IoT Hub, Functions, Container Apps, Synapse, DevOps), AWS AgentCore, Docker, Terraform, Kubernetes/Openshift, , Bicep
Programming
Python, SQL, Java, Scala, JavaScript, C#
Databases
MongoDB, Cosmos DB, SQL Server, PostgreSQL, Dataverse, Neo4j, Azure AI Search
Tools & Visualization
Git, Azure DevOps, Grafana, Power BI, Streamlit, FastAPI, D3.js

Certifications & Speaking

Mar 2026 Databricks: Generative AI Associate
Apr 2022 Microsoft Certified: Azure AI Fundamentals
Mar 2024 Speaker at Microsoft Ignite Switzerland 2024 — "Building Data and AI applications with Cosmos DB"

Languages

French Native
English Fluent (C1–C2)
German Beginner (A1–A2)