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L'Oréal
NLP · Embeddings · Clustering

Global Consumer Review Intelligence

Three coordinated Vertex AI pipelines that scrape product reviews, harmonise product identities via embeddings and deliver multilingual sentiment signals into BigQuery.

GCPVertex AIXLM-RoBERTaBigTableDBSCAN
3
Vertex pipelines
Multi
countries & langs
XLM-R
sentiment model
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Pernod Ricard
MLOps · Data Science

Sales Visit Optimization Engine

Weekly ML pipeline that detects under-indexed SKUs and delivers 30 priority visit recommendations to each sales rep every Monday, fully automated on Azure.

AzurePythonStreamlitDockerScikit-learn
30
visits / rep / week
Auto
triggered
<2 min
pipeline runtime
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Logo PwC
LLM · Email AI · ERP

Automated Invoice Classification

LLM pipeline that reads invoice emails, classifies each document via few-shot learning and updates Eloficash in real time, with a human review dashboard.

GPT-4Azure OpenAIEloficashNext.jsMicrosoft 365
99.9%
accuracy
<5s
per email
Loop
human feedback
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AXA Group Operations
LLMOps · Multi-Agent · RAG

Secure AI Assistant & Agentic Orchestration

LLMOps Lead on Secure GPT, an internal generative AI conversational assistant. Ingestion, inference and LLM evaluation pipelines. Autonomous multi-agent orchestration for claims handling with Agent-to-Agent (A2A) communication.

LLMOpsRAGMulti-AgentA2AGPT-4
4
LLM pipelines
A2A
autonomous agents
Secure
internal documents
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Orange
ML · Optimisation · Telecom

5G Throughput Optimisation via Analytical Models

Development of innovative analytical solutions in Python/C++ based on clustering, optimisation and probabilistic models to significantly increase 5G throughput.

PythonC++ClusteringOptimisation5G
+20%
5G throughput
ML
probabilistic models
R&D
Orange Labs
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Acolad
Agentic RAG · NLP · Translation

Automated Translation Editing with Agentic RAG

Agentic RAG system for automated translation editing and revision. Document ingestion pipeline, semantic retrieval and augmented generation to ensure terminological consistency and translation quality.

RAGNLPLangGraphPython
40%
quality gain
RAG
agentic retrieval
Auto
continuous editing
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