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Simon Renauld Logo Simon Renauld

© 2025 Simon Renauld

Simon Renauld

Lead Analytics & Data Engineering Expert

Canadian-born Analytics and Data Engineering leader based in Ho Chi Minh City, Vietnam, with over a decade of experience across Southeast Asia and Latin America. I bring expertise in transforming complex data into actionable insights that enhance accuracy, drive impactful decisions, and improve operational efficiency.

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Years Experience
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Patients Served
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Countries
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Simon Renauld
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Technical Expertise

Modern tools and technologies for data-driven solutions that drive business transformation and operational excellence.

Summary metrics

15+
Certifications
20+
Programming Languages
50+
Tools & Technologies
500+
Training Hours

Skill proficiency (approx.)

Apache Spark 95%
Python 98%
SQL 96%
ETL Pipelines 92%

Technical Expertise

Expertise Areas

Organised by discipline: Data Science, Data Engineering, Cloud, AI, Business Intelligence and Governance.

Data Science & Visualization

Advanced analytics, predictive modeling, and interactive dashboards for data-driven decision making and business intelligence.

Core tools: Power BI (96%), Tableau (91%), Python (98%), Excel Advanced (98%)
Keywords: Predictive Models, Scikit-learn (94%), TensorFlow (90%), NLP (85%), Computer Vision (88%)
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Data Engineering

Scalable data pipelines, ETL processes, and big data architectures for real-time analytics and enterprise data management.

Core skills: Apache Spark (95%), SQL (96%), ETL Pipelines (92%), Python (98%)
Keywords: Airflow, Kafka, Spark, Distributed Systems, Data Lakes
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Cloud Infrastructure

Multi-cloud solutions, DevOps practices, and scalable architectures for cost-effective and reliable deployments.

Platforms: AWS (93%), Azure (87%), Google Cloud (82%), Hetzner
Keywords: Docker/Kubernetes (89%), IaC, Monitoring, CI/CD
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AI & Machine Learning

Advanced ML models, MLOps pipelines, and AI-driven solutions for predictive analytics and automated decision making.

Keywords: LLaMA, MLlib, MLOps, TensorFlow, Scikit-learn
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Data Governance & Integration

Data quality frameworks, master data management, compliance and secure integration across systems.

Keywords: Quality Frameworks, MDM, Compliance, Data Security
Integration: Web Scraping & APIs — Python, Selenium, REST APIs, Automation
15+
Programming Languages
50+
Tools & Frameworks
10+
Cloud Platforms
25+
AI Models Deployed

Professional Experience

A decade of driving data innovation across industries

Enterprise Data Science Lab Implementation

March 2024 - Present

Independent Consultant • Ho Chi Minh City, Vietnam

  • Designed scalable High-Performance Infrastructure with Proxmox VE
  • Built distributed computing with Hadoop, Spark, and Kafka
  • Developed AI-driven CRM dashboards with automated analytics
  • Deployed custom LLMs and MLOps for model versioning

Cybersecurity Analyst

April 2024 - July 2024

IPSIP • Ho Chi Minh City, Vietnam

  • Provided technical support for Wallix Bastion and Access Manager
  • Analyzed system logs to resolve complex security issues
  • Advised clients on IT infrastructure security best practices

Lead Data Engineering & Analytics

January 2022 - February 2024

Jio Health • Ho Chi Minh City, Vietnam

  • Coordinated multidisciplinary team of 50+ professionals
  • Automated core business processes, reducing manual workload by 80%
  • Spearheaded Odoo ERP migration, enhancing data quality by 50%
  • Architected enterprise-wide ETL processes and data warehouse

Analytics Engineer

November 2019 - September 2021

POC Pharma • Ho Chi Minh City, Vietnam

  • Designed foundational data models for 20K users
  • Developed KPI dashboards supporting data-driven decisions
  • Led DevOps transformation, increasing productivity by 50%
  • Implemented automated data validation frameworks

Data Science Consultant

January 2018 - November 2019

Sanisphere • Hong Kong - Vietnam

  • Delivered strategic data science initiatives
  • Managed metrics reports for marketing strategies
  • Implemented data governance policies

Let's Connect

Ready to transform your data strategy?

Ho Chi Minh City, Vietnam

Live GitHub Activity
- Repositories
- Followers
- Stars

Live Code Demo

1 import pandas as pd
2 import matplotlib.pyplot as plt
3 data = pd.read_csv('your_data.csv')
4 plt.plot(data['x'], data['y'])

Click "Run" to see the visualization

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Executive Function
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Professional Profile

Canadian-born Analytics and Data Engineering leader based in Ho Chi Minh City, Vietnam, with over a decade of experience across Southeast Asia and Latin America. I bring expertise in transforming complex data into actionable insights that enhance accuracy, drive impactful decisions, and improve operational efficiency.

Global Experience: 22+ Countries
Team Leadership: 50+ Professionals
Data-Driven Impact: 300K+ Patients Served

Neural Network Architecture

Input Layer
Hidden Layer
Output Layer
Accuracy: 94.2%
Loss: 0.023
Epoch: 42/100

Neuroscience & Educational Technology

Bridging cognitive science with data-driven learning optimization

Eye Tracking Research

Real-time cognitive load monitoring using computer vision and machine learning to optimize learning experiences and measure student engagement.

Python OpenCV MediaPipe Machine Learning
View Demo

Cognitive Analytics Platform

Advanced platform for measuring attention, cognitive load, and learning engagement through multimodal data analysis and neuroscience-informed metrics.

Real-time Processing Data Visualization Predictive Analytics API Integration
View Live Metrics
87%
Engagement Increase
Through cognitive monitoring
2.3s
Avg Fixation Time
Optimal learning window
94%
Prediction Accuracy
Cognitive load detection
50+
Research Hours
Data collected weekly

Learning Management System Integration

Seamlessly integrated cognitive analytics with Moodle-based learning platforms to provide real-time insights into student learning patterns and optimize educational outcomes.

  • Real-time attention monitoring
  • Automated difficulty assessment
  • Personalized learning recommendations
  • Teacher dashboard analytics
Explore Learning Platform
Live Learning Analytics Dashboard
Active Students: 24
Avg Engagement: 89%
Content Completion: 76%
Proxmox Infrastructure Governance
System Online
All VMs Active
14/16
CPU Cores
Hetzner Server
32GB
Memory Used
40GB Allocated
84%
ZFS Storage
2TB Pool
99.9%
System Uptime
30 Days

Virtual Machine Ecosystem

VM150
Ollama & OpenWebUI
AI/ML Inference Engine
AI LLM Inference
VM200
Nextcloud Instance
File Storage & Sync
Storage Sync Collaboration
VM9001
Moodle LMS
Learning Management System
LMS Education Analytics

Human-Centered AI Integration

Balancing artificial intelligence capabilities with human creativity, empathy, and ethical decision-making

AI Automation

Advanced automation systems handling complex workflows with precision and efficiency

Human Creativity

Leveraging human insight and innovation for breakthrough educational experiences

AI Insights

Deep learning algorithms providing actionable insights from educational data

Human Emotion

Emotional intelligence driving meaningful relationships and learning outcomes

Neuroscience Analytics & Cognitive Monitoring

Real-time cognitive load monitoring and attention analysis using advanced neuroscience research

Attention Heatmap
High Focus Medium Focus Low Focus
Cognitive Load
Current: 87% Optimal Zone
Learning Progress
Performance Metrics
Engagement:
Comprehension: 89%
Retention: 94%

Data Governance & Compliance Framework

Comprehensive data governance ensuring privacy, security, and ethical use of educational data

Data Quality

Ensuring accuracy, completeness, and consistency of educational data across all platforms

Privacy & Security

Multi-layered security protecting student data and ensuring regulatory compliance

Infrastructure

Robust infrastructure governance ensuring high availability and performance

AI Ethics

Ethical AI framework ensuring fair, transparent, and accountable AI usage

Infrastructure Topology