Cao Tri DO, PhD

Data & AI Expert | Tech Lead & Strategy

Transforming data into performance drivers through 13+ years of strategic leadership, technical excellence, and hands-on innovation in Data Science, MLOps, and AI industrialization.

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13+
Years of Experience
50+
Major Clients
560
Training & Teaching Hours
10+
Certifications

About Me

Strategic Business Vision Meets Technical Excellence

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Strategic Leadership

Senior Manager at Keyrus, leading data advisory initiatives and defining technological trajectories for France and global operations. Member of Tech Advisory Board shaping the future of data services.

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Education & Training

External instructor at EM Lyon since 2019 and Microsoft Certified Trainer. Teaching excellence with 4.7/5+ average feedback across 270+ hours of classes in Data Science and Digital Marketing.

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Research Background

PhD in Data Science from Grenoble Alpes University, specializing in temporal metric learning and classification. Strong foundation in applied mathematics and computer science.

Services & Expertise

Comprehensive Data & AI Solutions

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Data Strategy & Roadmap

Define and implement comprehensive data strategies aligned with business objectives. From cultural adoption and governance to platform selection and implementation planning.

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AI & Data Science

End-to-end AI project management: from ideation and R&D to development and industrialization. Expertise in ML, NLP, Computer Vision, and Generative AI solutions.

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MLOps & Industrialization

Scale AI solutions from prototype to production with robust MLOps practices. CI/CD pipelines, model versioning, monitoring, and deployment on cloud platforms.

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Data Visualization & BI

Design impactful dashboards and reports with Power BI and Tableau. Data modeling, storytelling, and UX/UI design for decision-making tools.

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Training & Mentoring

Upskill teams with customized training programs. Topics: Power BI, Python, Data Science, AI, Microsoft Copilot. NPS score: +70 to +100.

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Architecture & Governance

Co-design functional and technical architectures for data platforms. On-premise or cloud solutions (Azure, AWS) with security and governance frameworks.

Selected Experience

Delivering High-Impact Solutions Across Industries

May - Sept 2025

Tech Lead Data Science & AI

APRIL (Insurance)

Led operationalization of AI roadmap with 4 priority use cases.

  • Fraud Detection: Proactive system analyzing cases in 15 minutes
  • Inbound Flow: Increased metadata extraction from 20% to 80% on 4,000 docs/day, saving 8 FTEs
  • Managed 3 Data Scientists and 2 external teams
  • Technologies: Generative AI, Snowflake, Kubernetes, Dagster, Python
Oct 2024 - Jan 2025

Tech Lead Data Science & AI

GENERALI France (Insurance)

Industrialization of NLP solution for compliance assessment of life insurance contracts.

  • Speed: 2 million contracts analyzed in 15 minutes
  • Impact: Identified 25% non-compliant clauses in portfolio
  • Performance: 80% recognition rate with business validation
  • Implemented CI/CD and MLOps best practices on Dataiku
Mar - Dec 2024

Tech Lead Data Science / MDM

RUBIX (B2B Industry)

Created single product repository (Golden Record) for P360 migration.

  • Simplified 5,500 classifications down to 3,100
  • Automated pipeline completing analysis in 20 minutes
  • Cross-referenced internal data with competitor intelligence via web scraping
  • Managed team of 3 consultants and facilitated IT governance
Feb - Aug 2023

Tech Lead Data Science

EDF (Energy)

Deep Learning solution for GDPR-compliant document detection and removal.

  • Improved model generalization from 50% to 90% on test data
  • Implemented MLOps architecture with CI/CD on GitLab
  • Technologies: Computer Vision, OCR, DenseNet, Xception
Sept 2022 - Mar 2023

Project Manager / Lead Data Analyst BI

SNCF (Transport)

Automated cash pooling reports for 450+ subsidiaries.

  • Weekly reports: 30 minutes (vs 4 hours), Quarterly: 2 days (vs 3 weeks)
  • Implemented multi-fact star schema with Advanced DAX
  • Power BI Premium with Dev/UAT/Prod deployment pipeline

Technical Skills

Comprehensive Technology Stack

Data Science & AI

Machine Learning Deep Learning NLP Computer Vision Generative AI Time Series

Programming & Tools

Python SQL Git Docker Linux CI/CD

Cloud & Platforms

Azure AWS Databricks Dataiku Snowflake Kubernetes

Data Visualization

Power BI Tableau Data Modeling DAX Storytelling

MLOps & DevOps

MLFlow GitLab CI/CD Dagster Model Versioning Deployment

Business Domains

Finance Insurance Energy Retail Healthcare Transport

Certifications & Awards

2025

End-to-End MLOps

Databricks - Maven

2024

Databricks Accreditations

Fundamentals, Lakehouse, GenAI

2024

Dataiku Certification

Core Designer, ML Practitioner

2023

🏆 Data Pears Challenge Winner

Data